Wav2Lip |
A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild |
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![Open In Colab](images/colab.svg) |
27.06.2024 |
DeepLabCut |
Efficient method for markerless pose estimation based on transfer learning with deep neural networks that achieves excellent results with minimal training data |
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![Open In Colab](images/colab.svg) |
05.06.2024 |
PoolFormer |
MetaFormer Is Actually What You Need for Vision |
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![Open In Colab](images/colab.svg) |
01.06.2024 |
TAPIR |
Tracking Any Point with per-frame Initialization and temporal Refinement |
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|
![Open In Colab](images/colab.svg) |
23.05.2024 |
StoryDiffusion |
Way of self-attention calculation, termed Consistent Self-Attention, that significantly boosts the consistency between the generated images and augments prevalent pretrained diffusion-based text-to-image models in a zero-shot manner |
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|
![Open In Colab](images/colab.svg) |
04.05.2024 |
FILM |
A frame interpolation algorithm that synthesizes multiple intermediate frames from two input images with large in-between motion |
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![Open In Colab](images/colab.svg) |
03.05.2024 |
PuLID |
Pure and Lightning ID customization, a tuning-free ID customization method for text-to-image generation |
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|
![Open In Colab](images/colab.svg) |
03.05.2024 |
VoiceCraft |
token infilling neural codec language model, that achieves state-of-the-art performance on both speech editing and zero-shot text-to-speech on audiobooks, internet videos, and podcasts |
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|
![Open In Colab](images/colab.svg) |
21.04.2024 |
ZeST |
Method for zero-shot material transfer to an object in the input image given a material exemplar image |
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![Open In Colab](images/colab.svg) |
16.04.2024 |
InstantMesh |
Feed-forward framework for instant 3D mesh generation from a single image, featuring state-of-the-art generation quality and significant training scalability |
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|
![Open In Colab](images/colab.svg) |
16.04.2024 |
AlphaFold |
Highly accurate protein structure prediction |
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![Open In Colab](images/colab.svg) |
15.04.2024 |
Würstchen |
Architecture for text-to-image synthesis that combines competitive performance with unprecedented cost-effectiveness for large-scale text-to-image diffusion models |
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|
![Open In Colab](images/colab.svg) |
06.04.2024 |
AQLM |
Extreme Compression of Large Language Models via Additive Quantization |
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|
![Open In Colab](images/colab.svg) |
08.03.2024 |
Multi-LoRA Composition |
LoRA Switch and LoRA Composite, approaches that aim to surpass traditional techniques in terms of accuracy and image quality, especially in complex compositions |
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|
![Open In Colab](images/colab.svg) |
03.03.2024 |
AMARETTO |
Multiscale and multimodal inference of regulatory networks to identify cell circuits and their drivers shared and distinct within and across biological systems of human disease |
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|
![Open In Colab](images/colab.svg) |
28.02.2024 |
LIDA |
Tool for generating grammar-agnostic visualizations and infographics |
Victor Dibia |
|
![Open In Colab](images/colab.svg) |
06.02.2024 |
ViT |
Vision Transformer and MLP-Mixer Architectures |
|
, , , , , , ![arxiv](images/arxiv.svg) - blog post
, ![git](images/git.svg) ![kaggle](images/kaggle.svg) ![medium](images/medium.svg) , , , , ![yt](images/yt.svg)
|
![Open In Colab](images/colab.svg) |
06.02.2024 |
3D Ken Burns |
A reference implementation of 3D Ken Burns Effect from a Single Image using PyTorch - given a single input image, it animates this still image with a virtual camera scan and zoom subject to motion parallax |
Manuel Romero |
|
![Open In Colab](images/colab.svg) |
24.01.2024 |
VALL-E X |
Cross-lingual neural codec language model for cross-lingual speech synthesis |
|
|
![Open In Colab](images/colab.svg) |
19.01.2024 |
PhotoMaker |
Efficient personalized text-to-image generation method, which mainly encodes an arbitrary number of input ID images into a stack ID embedding for preserving ID information |
|
|
![Open In Colab](images/colab.svg) |
18.01.2024 |
DDColor |
End-to-end method with dual decoders for image colorization |
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![Open In Colab](images/colab.svg) |
15.01.2024 |
PASD |
Pixel-aware stable diffusion network to achieve robust Real-ISR as well as personalized stylization |
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![Open In Colab](images/colab.svg) |
12.01.2024 |
HandRefiner |
Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting |
|
|
![Open In Colab](images/colab.svg) |
08.01.2024 |
audio2photoreal |
Framework for generating full-bodied photorealistic avatars that gesture according to the conversational dynamics of a dyadic interaction |
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|
![Open In Colab](images/colab.svg) |
08.01.2024 |
GraphCast |
Learning skillful medium-range global weather forecasting |
|
|
![Open In Colab](images/colab.svg) |
04.01.2024 |
ESM |
Evolutionary Scale Modeling: Pretrained language models for proteins |
|
|
![Open In Colab](images/colab.svg) |
28.12.2023 |
CoTracker |
Architecture that jointly tracks multiple points throughout an entire video |
|
|
![Open In Colab](images/colab.svg) |
28.12.2023 |
LLaVA |
Large Language and Vision Assistant, an end-to-end trained large multimodal model that connects a vision encoder and LLM for general-purpose visual and language understanding |
|
, , , , ![arxiv](images/arxiv.svg) - demo
, , , , , ![git](images/git.svg) , ![hf](images/hf.svg) ![medium](images/medium.svg) - project
, , , , , ![yt](images/yt.svg)
|
![Open In Colab](images/colab.svg) |
22.12.2023 |
Background Matting V2 |
Real-time, high-resolution background replacement technique which operates at 30fps in 4K resolution, and 60fps for HD on a modern GPU |
|
|
![Open In Colab](images/colab.svg) |
22.12.2023 |
Gaussian Splatting |
State-of-the-art visual quality while maintaining competitive training times and importantly allow high-quality real-time (≥ 100 fps) novel-view synthesis at 1080p resolution |
|
|
![Open In Colab](images/colab.svg) |
19.12.2023 |
SMPLer-X |
Scaling up EHPS towards the first generalist foundation model, with up to ViT-Huge as the backbone and training with up to 4.5M instances from diverse data sources |
|
|
![Open In Colab](images/colab.svg) |
18.12.2023 |
DeepCache |
Training-free paradigm that accelerates diffusion models from the perspective of model architecture |
|
|
![Open In Colab](images/colab.svg) |
18.12.2023 |
MagicAnimate |
Diffusion-based framework that aims at enhancing temporal consistency, preserving reference image faithfully, and improving animation fidelity |
|
|
![Open In Colab](images/colab.svg) |
18.12.2023 |
DiffBIR |
Towards Blind Image Restoration with Generative Diffusion Prior |
|
|
![Open In Colab](images/colab.svg) |
18.12.2023 |
SPIN |
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop |
|
|
![Open In Colab](images/colab.svg) |
12.12.2023 |
AudioLDM |
Text-to-audio system that is built on a latent space to learn the continuous audio representations from contrastive language-audio pretraining latents |
|
|
![Open In Colab](images/colab.svg) |
02.12.2023 |
TabPFN |
Neural network that learned to do tabular data prediction |
|
|
![Open In Colab](images/colab.svg) |
29.11.2023 |
Concept Sliders |
Plug-and-play low rank adaptors applied on top of pretrained models |
|
|
![Open In Colab](images/colab.svg) |
26.11.2023 |
Qwen-VL |
Set of large-scale vision-language models designed to perceive and understand both text and images |
|
|
![Open In Colab](images/colab.svg) |
24.11.2023 |
AnimeGANv3 |
Double-tail generative adversarial network for fast photo animation |
|
|
![Open In Colab](images/colab.svg) |
23.11.2023 |
PixArt-Σ |
Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation |
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|
![Open In Colab](images/colab.svg) |
07.11.2023 |
Show-1 |
Hybrid model, dubbed as Show-1, which marries pixel-based and latent-based VDMs for text-to-video generation |
|
|
![Open In Colab](images/colab.svg) |
15.10.2023 |
AudioSep |
Foundation model for open-domain audio source separation with natural language queries |
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|
![Open In Colab](images/colab.svg) |
12.10.2023 |
DA-CLIP |
Degradation-aware vision-language model to better transfer pretrained vision-language models to low-level vision tasks as a universal framework for image restoration |
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|
![Open In Colab](images/colab.svg) |
11.10.2023 |
SadTalker |
Generates 3D motion coefficients of the 3DMM from audio and implicitly modulates a novel 3D-aware face render for talking head generation |
|
![arxiv](images/arxiv.svg) ![discord](images/discord.svg) , , , , , , , ![git](images/git.svg) - project
, , , ![yt](images/yt.svg)
|
![Open In Colab](images/colab.svg) |
10.10.2023 |
Musika |
Music generation system that can be trained on hundreds of hours of music using a single consumer GPU, and that allows for much faster than real-time generation of music of arbitrary length on a consumer CPU |
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|
![Open In Colab](images/colab.svg) |
09.10.2023 |
YOLOv6 |
Single-stage object detection framework dedicated to industrial applications |
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|
![Open In Colab](images/colab.svg) |
08.10.2023 |
DreamGaussian |
Algorithm to convert 3D Gaussians into textured meshes and apply a fine-tuning stage to refine the details |
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|
![Open In Colab](images/colab.svg) |
04.10.2023 |
ICON |
Given a set of images, method estimates a detailed 3D surface from each image and then combines these into an animatable avatar |
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|
![Open In Colab](images/colab.svg) |
31.08.2023 |
DINOv2 |
Produce high-performance visual features that can be directly employed with classifiers as simple as linear layers on a variety of computer vision tasks; these visual features are robust and perform well across domains without any requirement for fine-tuning |
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|
![Open In Colab](images/colab.svg) |
31.08.2023 |
Neuralangelo |
Framework for high-fidelity 3D surface reconstruction from RGB video captures |
|
|
![Open In Colab](images/colab.svg) |
27.08.2023 |
OWL-ViT |
Simple Open-Vocabulary Object Detection with Vision Transformers |
|
|
![Open In Colab](images/colab.svg) |
21.08.2023 |
StyleGAN3 |
Alias-Free Generative Adversarial Networks |
|
|
![Open In Colab](images/colab.svg) |
13.08.2023 |
Big GAN |
Large Scale GAN Training for High Fidelity Natural Image Synthesis |
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|
![Open In Colab](images/colab.svg) |
03.08.2023 |
LaMa |
Resolution-robust Large Mask Inpainting with Fourier Convolutions |
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|
![Open In Colab](images/colab.svg) |
01.08.2023 |
MakeItTalk |
A method that generates expressive talking-head videos from a single facial image with audio as the only input |
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|
![Open In Colab](images/colab.svg) |
27.07.2023 |
HiDT |
A generative image-to-image model and a new upsampling scheme that allows to apply image translation at high resolution |
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|
![Open In Colab](images/colab.svg) |
24.07.2023 |
CutLER |
Simple approach for training unsupervised object detection and segmentation models |
|
|
![Open In Colab](images/colab.svg) |
24.07.2023 |
Recognize Anything & Tag2Text |
Vision language pre-training framework, which introduces image tagging into vision-language models to guide the learning of visual-linguistic features |
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|
![Open In Colab](images/colab.svg) |
09.07.2023 |
Thin-Plate Spline Motion Model |
End-to-end unsupervised motion transfer framework |
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|
![Open In Colab](images/colab.svg) |
07.07.2023 |
DragGAN |
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold |
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|
![Open In Colab](images/colab.svg) |
03.07.2023 |
Fast Segment Anything |
CNN Segment Anything Model trained using only 2% of the SA-1B dataset published by SAM authors |
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|
![Open In Colab](images/colab.svg) |
30.06.2023 |
MobileSAM |
Towards Lightweight SAM for Mobile Applications |
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|
![Open In Colab](images/colab.svg) |
30.06.2023 |
Grounding DINO |
Marrying DINO with Grounded Pre-Training for Open-Set Object Detection |
|
![arxiv](images/arxiv.svg) , , , , , , ![git](images/git.svg) , , , ![pwc](images/pwc.svg) , , , ![yt](images/yt.svg)
|
![Open In Colab](images/colab.svg) |
28.06.2023 |
T5X |
Modular, composable, research-friendly framework for high-performance, configurable, self-service training, evaluation, and inference of sequence models at many scales |
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|
![Open In Colab](images/colab.svg) |
27.06.2023 |
First Order Motion Model for Image Animation |
Transferring facial movements from video to image |
Aliaksandr Siarohin |
|
![Open In Colab](images/colab.svg) |
04.06.2023 |
Parallel WaveGAN |
State-of-the-art non-autoregressive models to build your own great vocoder |
Tomoki Hayashi |
|
![Open In Colab](images/colab.svg) |
01.06.2023 |
ECON |
designed for "Human digitization from a color image", which combines the best properties of implicit and explicit representations, to infer high-fidelity 3D clothed humans from in-the-wild images, even with loose clothing or in challenging poses |
|
|
![Open In Colab](images/colab.svg) |
31.05.2023 |
MMS |
The Massively Multilingual Speech project expands speech technology from about 100 languages to over 1000 by building a single multilingual speech recognition model supporting over 1100 languages, language identification models able to identify over 4000 languages, pretrained models supporting over 1400 languages, and text-to-speech models for over 1100 languages |
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|
![Open In Colab](images/colab.svg) |
26.05.2023 |
DFL-Colab |
This project provides you IPython Notebook to use DeepFaceLab |
chervonij |
|
![Open In Colab](images/colab.svg) |
30.04.2023 |
FAB |
Flow AIS Bootstrap uses AIS to generate samples in regions where the flow is a poor approximation of the target, facilitating the discovery of new modes |
|
|
![Open In Colab](images/colab.svg) |
29.04.2023 |
CodeFormer |
Transformer-based prediction network to model global composition and context of the low-quality faces for code prediction, enabling the discovery of natural faces that closely approximate the target faces even when the inputs are severely degraded |
|
|
![Open In Colab](images/colab.svg) |
21.04.2023 |
Text2Video-Zero |
Text-to-Image Diffusion Models are Zero-Shot Video Generators |
|
|
![Open In Colab](images/colab.svg) |
11.04.2023 |
Segment Anything |
The Segment Anything Model produces high quality object masks from input prompts such as points or boxes, and it can be used to generate masks for all objects in an image |
|
|
![Open In Colab](images/colab.svg) |
10.04.2023 |
FollowYourPose |
Two-stage training scheme that can utilize image pose pair and pose-free video datasets and the pre-trained text-to-image model to obtain the pose-controllable character videos |
|
|
![Open In Colab](images/colab.svg) |
07.04.2023 |
EVA3D |
High-quality unconditional 3D human generative model that only requires 2D image collections for training |
|
|
![Open In Colab](images/colab.svg) |
06.04.2023 |
Stable Dreamfusion |
Using a pretrained 2D text-to-image diffusion model to perform text-to-3D synthesis |
|
|
![Open In Colab](images/colab.svg) |
04.04.2023 |
UniFormer |
Unified Transformer for Efficient Spatiotemporal Representation Learning |
|
, , , ![arxiv](images/arxiv.svg) , , , , , , , , ![git](images/git.svg) , , , ![hf](images/hf.svg)
|
![Open In Colab](images/colab.svg) |
31.03.2023 |
PIFuHD |
Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization |
|
|
![Open In Colab](images/colab.svg) |
26.03.2023 |
VideoReTalking |
System to edit the faces of a real-world talking head video according to input audio, producing a high-quality and lip-syncing output video even with a different emotion |
|
|
![Open In Colab](images/colab.svg) |
19.03.2023 |
Visual ChatGPT |
Connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting |
|
|
![Open In Colab](images/colab.svg) |
15.03.2023 |
Tune-A-Video |
One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation |
|
|
![Open In Colab](images/colab.svg) |
23.02.2023 |
GPEN |
GAN Prior Embedded Network for Blind Face Restoration in the Wild |
|
|
![Open In Colab](images/colab.svg) |
15.02.2023 |
PyMAF-X |
Кegression-based approach to recovering parametric full-body models from monocular images |
|
|
![Open In Colab](images/colab.svg) |
14.02.2023 |
Disco Diffusion |
A frankensteinian amalgamation of notebooks, models and techniques for the generation of AI Art and Animations |
|
|
![Open In Colab](images/colab.svg) |
11.02.2023 |
Open-Unmix |
A deep neural network reference implementation for music source separation, applicable for researchers, audio engineers and artists |
|
|
![Open In Colab](images/colab.svg) |
09.02.2023 |
GrooVAE |
Some applications of machine learning for generating and manipulating beats and drum performances |
|
|
![Open In Colab](images/colab.svg) |
01.02.2023 |
Multitrack MusicVAE |
The models in this notebook are capable of encoding and decoding single measures of up to 8 tracks, optionally conditioned on an underlying chord |
|
|
![Open In Colab](images/colab.svg) |
01.02.2023 |
MusicVAE |
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music |
|
|
![Open In Colab](images/colab.svg) |
01.02.2023 |
Learning to Paint |
Learning to Paint With Model-based Deep Reinforcement Learning |
Manuel Romero |
|
![Open In Colab](images/colab.svg) |
01.02.2023 |
VALL-E |
Language modeling approach for text to speech synthesis |
|
|
![Open In Colab](images/colab.svg) |
18.01.2023 |
Instant-NGP |
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding |
|
|
![Open In Colab](images/colab.svg) |
18.01.2023 |
Fourier Feature Networks |
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains |
|
|
![Open In Colab](images/colab.svg) |
17.01.2023 |
AlphaPose |
Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time |
|
|
![Open In Colab](images/colab.svg) |
07.01.2023 |
HybrIK |
Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation |
|
|
![Open In Colab](images/colab.svg) |
01.01.2023 |
Demucs |
Hybrid Spectrogram and Waveform Source Separation |
Alexandre Défossez |
|
![Open In Colab](images/colab.svg) |
21.11.2022 |
MotionDiffuse |
The first diffusion model-based text-driven motion generation framework, which demonstrates several desired properties over existing methods |
|
|
![Open In Colab](images/colab.svg) |
13.10.2022 |
VToonify |
Leverages the mid- and high-resolution layers of StyleGAN to render high-quality artistic portraits based on the multi-scale content features extracted by an encoder to better preserve the frame details |
|
|
![Open In Colab](images/colab.svg) |
07.10.2022 |
PyMAF |
Pyramidal Mesh Alignment Feedback loop in regression network for well-aligned body mesh recovery and extend it for the recovery of expressive full-body models |
|
|
![Open In Colab](images/colab.svg) |
06.10.2022 |
AlphaTensor |
Discovering faster matrix multiplication algorithms with reinforcement learning |
|
|
![Open In Colab](images/colab.svg) |
04.10.2022 |
Swin2SR |
Novel Swin Transformer V2, to improve SwinIR for image super-resolution, and in particular, the compressed input scenario |
|
|
![Open In Colab](images/colab.svg) |
03.10.2022 |
Functa |
From data to functa: Your data point is a function and you can treat it like one |
|
|
![Open In Colab](images/colab.svg) |
24.09.2022 |
Whisper |
Automatic speech recognition system trained on 680,000 hours of multilingual and multitask supervised data collected from the web |
|
|
![Open In Colab](images/colab.svg) |
21.09.2022 |
DeOldify (video) |
Colorize your own videos! |
Jason Antic |
|
![Open In Colab](images/colab.svg) |
19.09.2022 |
DeOldify (photo) |
Colorize your own photos! |
|
|
![Open In Colab](images/colab.svg) |
19.09.2022 |
Real-ESRGAN |
Extend the powerful ESRGAN to a practical restoration application, which is trained with pure synthetic data |
|
|
![Open In Colab](images/colab.svg) |
18.09.2022 |
IDE-3D |
Interactive Disentangled Editing for High-Resolution 3D-aware Portrait Synthesis |
|
|
![Open In Colab](images/colab.svg) |
08.09.2022 |
Decision Transformers |
An architecture that casts the problem of RL as conditional sequence modeling |
|
|
![Open In Colab](images/colab.svg) |
06.09.2022 |
Dream Fields |
Zero-Shot Text-Guided Object Generation |
|
|
![Open In Colab](images/colab.svg) |
05.09.2022 |
GANgealing |
Framework for learning discriminative models and their GAN-generated training data jointly end-to-end |
|
|
![Open In Colab](images/colab.svg) |
01.09.2022 |
textual-inversion |
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion |
|
|
![Open In Colab](images/colab.svg) |
21.08.2022 |
StyleGAN-Human |
A Data-Centric Odyssey of Human Generation |
|
|
![Open In Colab](images/colab.svg) |
19.08.2022 |
Make-A-Scene |
Scene-Based Text-to-Image Generation with Human Priors |
|
|
![Open In Colab](images/colab.svg) |
12.08.2022 |
StyleGAN-NADA |
Zero-Shot non-adversarial domain adaptation of pre-trained generators |
|
|
![Open In Colab](images/colab.svg) |
09.08.2022 |
YOLOv7 |
Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors |
|
![arxiv](images/arxiv.svg) - data, data, data, data
, , , , , , ![git](images/git.svg) ![pwc](images/pwc.svg) , ![yt](images/yt.svg)
|
![Open In Colab](images/colab.svg) |
09.08.2022 |
GLIP |
Grounded language-image pre-training model for learning object-level, language-aware, and semantic-rich visual representations |
|
|
![Open In Colab](images/colab.svg) |
30.07.2022 |
Anycost GAN |
Interactive natural image editing |
|
|
![Open In Colab](images/colab.svg) |
20.07.2022 |
GFPGAN |
Towards Real-World Blind Face Restoration with Generative Facial Prior |
|
|
![Open In Colab](images/colab.svg) |
13.07.2022 |
EPro-PnP |
Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation |
|
|
![Open In Colab](images/colab.svg) |
12.07.2022 |
VQ-Diffusion |
Based on a VQ-VAE whose latent space is modeled by a conditional variant of the recently developed Denoising Diffusion Probabilistic Model |
|
|
![Open In Colab](images/colab.svg) |
30.06.2022 |
OPT |
Open Pre-trained Transformers is a family of NLP models trained on billions of tokens of text obtained from the internet |
|
|
![Open In Colab](images/colab.svg) |
29.06.2022 |
Customizing a Transformer Encoder |
We will learn how to customize the encoder to employ new network architectures |
Chen Chen |
|
![Open In Colab](images/colab.svg) |
22.06.2022 |
MTTR |
End-to-End Referring Video Object Segmentation with Multimodal Transformers |
|
|
![Open In Colab](images/colab.svg) |
20.06.2022 |
SwinIR |
Image Restoration Using Swin Transformer |
|
|
![Open In Colab](images/colab.svg) |
17.06.2022 |
VRT |
A Video Restoration Transformer |
|
|
![Open In Colab](images/colab.svg) |
15.06.2022 |
Omnivore |
A single model which excels at classifying images, videos, and single-view 3D data using exactly the same model parameters |
|
|
![Open In Colab](images/colab.svg) |
14.06.2022 |
Detic |
Detecting Twenty-thousand Classes using Image-level Supervision |
|
|
![Open In Colab](images/colab.svg) |
07.06.2022 |
T0 |
Multitask Prompted Training Enables Zero-Shot Task Generalization |
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![Open In Colab](images/colab.svg) |
29.05.2022 |
AvatarCLIP |
A zero-shot text-driven framework for 3D avatar generation and animation |
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![Open In Colab](images/colab.svg) |
15.05.2022 |
Text2Mesh |
Text-Driven Neural Stylization for Meshes |
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![Open In Colab](images/colab.svg) |
14.05.2022 |
T5 |
Text-To-Text Transfer Transformer |
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![Open In Colab](images/colab.svg) |
11.05.2022 |
XLS-R |
Self-supervised Cross-lingual Speech Representation Learning at Scale |
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![Open In Colab](images/colab.svg) |
10.05.2022 |
DiffCSE |
Unsupervised contrastive learning framework for learning sentence embeddings |
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![Open In Colab](images/colab.svg) |
24.04.2022 |
ViDT+ |
An Extendable, Efficient and Effective Transformer-based Object Detector |
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![Open In Colab](images/colab.svg) |
20.04.2022 |
NAFNet |
Nonlinear Activation Free Network for Image Restoration |
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![Open In Colab](images/colab.svg) |
15.04.2022 |
Panini-Net |
GAN Prior based Degradation-Aware Feature Interpolation for Face Restoration |
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![Open In Colab](images/colab.svg) |
13.04.2022 |
Deep Painterly Harmonization |
Algorithm produces significantly better results than photo compositing or global stylization techniques and that it enables creative painterly edits that would be otherwise difficult to achieve |
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![Open In Colab](images/colab.svg) |
07.04.2022 |
E2FGVI |
An End-to-End framework for Flow-Guided Video Inpainting through elaborately designed three trainable modules, namely, flow completion, feature propagation, and content hallucination modules |
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![Open In Colab](images/colab.svg) |
06.04.2022 |
LDM |
High-Resolution Image Synthesis with Latent Diffusion Models |
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![Open In Colab](images/colab.svg) |
04.04.2022 |
GP-UNIT |
Novel framework, Generative Prior-guided UNsupervised Image-to-image Translation, to improve the overall quality and applicability of the translation algorithm |
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![Open In Colab](images/colab.svg) |
02.04.2022 |
DualStyleGAN |
More challenging exemplar-based high-resolution portrait style transfer by introducing a novel DualStyleGAN with flexible control of dual styles of the original face domain and the extended artistic portrait domain |
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![Open In Colab](images/colab.svg) |
24.03.2022 |
CLIPasso |
Semantically-Aware Object Sketching |
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![Open In Colab](images/colab.svg) |
21.03.2022 |
StyleSDF |
A high resolution, 3D-consistent image and shape generation technique |
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![Open In Colab](images/colab.svg) |
05.03.2022 |
Disentangled Lifespan Face Synthesis |
LFS model is proposed to disentangle the key face characteristics including shape, texture and identity so that the unique shape and texture age transformations can be modeled effectively |
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![Open In Colab](images/colab.svg) |
22.02.2022 |
Mask2Former |
Masked-attention Mask Transformer for Universal Image Segmentation |
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![Open In Colab](images/colab.svg) |
09.02.2022 |
SpecVQGAN |
Taming the visually guided sound generation by shrinking a training dataset to a set of representative vectors |
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, , , , , ![arxiv](images/arxiv.svg) , , , ![git](images/git.svg) - project
, , ![wiki](images/wiki.svg) ![yt](images/yt.svg)
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![Open In Colab](images/colab.svg) |
03.02.2022 |
JoJoGAN |
One Shot Face Stylization |
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![Open In Colab](images/colab.svg) |
02.02.2022 |
Pose with Style |
Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN |
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![Open In Colab](images/colab.svg) |
19.01.2022 |
ConvNeXt |
A pure ConvNet model constructed entirely from standard ConvNet modules |
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![Open In Colab](images/colab.svg) |
19.01.2022 |
diffsort |
Differentiable Sorting Networks |
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![Open In Colab](images/colab.svg) |
17.01.2022 |
Taming Transformers for High-Resolution Image Synthesis |
We combine the efficiancy of convolutional approaches with the expressivity of transformers by introducing a convolutional VQGAN, which learns a codebook of context-rich visual parts, whose composition is modeled with an autoregressive transformer |
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![Open In Colab](images/colab.svg) |
13.01.2022 |
GLIDE |
Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models |
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![Open In Colab](images/colab.svg) |
22.12.2021 |
Nerfies |
First method capable of photorealistically reconstructing deformable scenes using photos/videos captured casually from mobile phones |
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![Open In Colab](images/colab.svg) |
06.12.2021 |
HyperStyle |
A hypernetwork that learns to modulate StyleGAN's weights to faithfully express a given image in editable regions of the latent space |
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, , , ![arxiv](images/arxiv.svg) - data
, , , , , , , ![git](images/git.svg) - project
![yt](images/yt.svg)
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![Open In Colab](images/colab.svg) |
03.12.2021 |
encoder4editing |
Designing an Encoder for StyleGAN Image Manipulation |
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![Open In Colab](images/colab.svg) |
02.12.2021 |
StyleCariGAN |
Caricature Generation via StyleGAN Feature Map Modulation |
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![Open In Colab](images/colab.svg) |
30.11.2021 |
CartoonGAN |
The implementation of the cartoon GAN model with PyTorch |
Tobias Sunderdiek |
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![Open In Colab](images/colab.svg) |
24.11.2021 |
SimSwap |
An efficient framework, called Simple Swap, aiming for generalized and high fidelity face swapping |
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![Open In Colab](images/colab.svg) |
24.11.2021 |
RVM |
Robust High-Resolution Video Matting with Temporal Guidance |
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![Open In Colab](images/colab.svg) |
24.11.2021 |
RVM |
Robust, real-time, high-resolution human video matting method that achieves new state-of-the-art performance |
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![Open In Colab](images/colab.svg) |
24.11.2021 |
AnimeGANv2 |
An improved version of AnimeGAN - it prevents the generation of high-frequency artifacts by simply changing the normalization of features in the network |
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![Open In Colab](images/colab.svg) |
17.11.2021 |
SOAT |
StyleGAN of All Trades: Image Manipulation with Only Pretrained StyleGAN |
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![Open In Colab](images/colab.svg) |
13.11.2021 |
Arnheim |
Generative Art Using Neural Visual Grammars and Dual Encoders |
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![Open In Colab](images/colab.svg) |
11.11.2021 |
StyleGAN 2 |
Generation of faces, cars, etc. |
Mikael Christensen |
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![Open In Colab](images/colab.svg) |
05.11.2021 |
ByteTrack |
Multi-Object Tracking by Associating Every Detection Box |
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![Open In Colab](images/colab.svg) |
30.10.2021 |
GPT-2 |
Retrain an advanced text generating neural network on any text dataset using gpt-2-simple! |
Max Woolf |
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![Open In Colab](images/colab.svg) |
18.10.2021 |
ConvMixer |
An extremely simple model that is similar in spirit to the ViT and the even-more-basic MLP-Mixer in that it operates directly on patches as input, separates the mixing of spatial and channel dimensions, and maintains equal size and resolution throughout the network |
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![Open In Colab](images/colab.svg) |
05.10.2021 |
IC-GAN |
Instance-Conditioned GAN |
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![Open In Colab](images/colab.svg) |
01.10.2021 |
Skillful Precipitation Nowcasting Using Deep Generative Models of Radar |
Open-sourced dataset and model snapshot for precipitation nowcasting |
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![Open In Colab](images/colab.svg) |
29.09.2021 |
Live Speech Portraits |
Real-Time Photorealistic Talking-Head Animation |
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![Open In Colab](images/colab.svg) |
26.09.2021 |
StylEx |
Training a GAN to explain a classifier in StyleSpace |
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![Open In Colab](images/colab.svg) |
25.08.2021 |
VITS |
Parallel end-to-end TTS method that generates more natural sounding audio than current two-stage models |
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![Open In Colab](images/colab.svg) |
23.08.2021 |
Bringing Old Photo Back to Life |
Restoring old photos that suffer from severe degradation through a deep learning approach |
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![Open In Colab](images/colab.svg) |
13.07.2021 |
PTI |
Pivotal Tuning Inversion enables employing off-the-shelf latent based semantic editing techniques on real images using StyleGAN |
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![Open In Colab](images/colab.svg) |
01.07.2021 |
TediGAN |
Framework for multi-modal image generation and manipulation with textual descriptions |
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![Open In Colab](images/colab.svg) |
30.06.2021 |
CogView |
Mastering Text-to-Image Generation via Transformers |
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![Open In Colab](images/colab.svg) |
21.06.2021 |
GANs N' Roses |
Stable, Controllable, Diverse Image to Image Translation |
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![Open In Colab](images/colab.svg) |
19.06.2021 |
Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes |
A method to stylize images by optimizing parameterized brushstrokes instead of pixels |
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![Open In Colab](images/colab.svg) |
02.06.2021 |
Pixel2Style2Pixel |
Encoding in Style: A StyleGAN Encoder for Image-to-Image Translation |
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![Open In Colab](images/colab.svg) |
01.06.2021 |
Fine-tuning a BERT |
We will work through fine-tuning a BERT model using the tensorflow-models PIP package |
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![Open In Colab](images/colab.svg) |
24.05.2021 |
ReStyle |
A Residual-Based StyleGAN Encoder via Iterative Refinement |
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![Open In Colab](images/colab.svg) |
21.05.2021 |
Motion Representations for Articulated Animation |
Novel motion representations for animating articulated objects consisting of distinct parts |
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![Open In Colab](images/colab.svg) |
29.04.2021 |
SAM |
Age Transformation Using a Style-Based Regression Model |
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![Open In Colab](images/colab.svg) |
26.04.2021 |
Geometry-Free View Synthesis |
Is a geometric model required to synthesize novel views from a single image? |
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![Open In Colab](images/colab.svg) |
22.04.2021 |
NeRViS |
An algorithm for full-frame video stabilization by first estimating dense warp fields |
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![Open In Colab](images/colab.svg) |
11.04.2021 |
NeX |
View synthesis based on enhancements of multiplane image that can reproduce NeXt-level view-dependent effects in real time |
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![Open In Colab](images/colab.svg) |
25.03.2021 |
Score SDE |
Score-Based Generative Modeling through Stochastic Differential Equations |
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![Open In Colab](images/colab.svg) |
18.03.2021 |
Talking Head Anime from a Single Image |
The network takes as input an image of an anime character's face and a desired pose, and it outputs another image of the same character in the given pose |
Pramook Khungurn |
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![Open In Colab](images/colab.svg) |
23.02.2021 |
NFNet |
An adaptive gradient clipping technique, a significantly improved class of Normalizer-Free ResNets |
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![Open In Colab](images/colab.svg) |
17.02.2021 |
RITM |
Simple feedforward model for click-based interactive segmentation that employs the segmentation masks from previous steps |
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![Open In Colab](images/colab.svg) |
13.02.2021 |
CLIP |
A neural network which efficiently learns visual concepts from natural language supervision |
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![Open In Colab](images/colab.svg) |
29.01.2021 |
Adversarial Patch |
A method to create universal, robust, targeted adversarial image patches in the real world |
Tom Brown |
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![Open In Colab](images/colab.svg) |
27.01.2021 |
MSG-Net |
Multi-style Generative Network with a novel Inspiration Layer, which retains the functionality of optimization-based approaches and has the fast speed of feed-forward networks |
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![Open In Colab](images/colab.svg) |
25.01.2021 |
f-BRS |
Feature backpropagating refinement scheme that solves an optimization problem with respect to auxiliary variables instead of the network inputs, and requires running forward and backward pass just for a small part of a network |
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![Open In Colab](images/colab.svg) |
25.01.2021 |
Neural Style Transfer |
Implementation of Neural Style Transfer in Keras 2.0+ |
Somshubra Majumdar |
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![Open In Colab](images/colab.svg) |
22.01.2021 |
SkyAR |
A vision-based method for video sky replacement and harmonization, which can automatically generate realistic and dramatic sky backgrounds in videos with controllable styles |
Zhengxia Zou |
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![Open In Colab](images/colab.svg) |
18.01.2021 |
MusicXML Documentation |
The goal of this notebook is to explore one of the magenta libraries for music |
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![Open In Colab](images/colab.svg) |
08.01.2021 |
SVG VAE |
A colab demo for the SVG VAE model |
Raphael Gontijo Lopes |
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![Open In Colab](images/colab.svg) |
08.01.2021 |
Neural Magic Eye |
Learning to See and Understand the Scene Behind an Autostereogram |
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![Open In Colab](images/colab.svg) |
01.01.2021 |
FGVC |
Method first extracts and completes motion edges, and then uses them to guide piecewise-smooth flow completion with sharp edges |
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![Open In Colab](images/colab.svg) |
30.12.2020 |
VIBE |
Video Inference for Body Pose and Shape Estimation, which makes use of an existing large-scale motion capture dataset together with unpaired, in-the-wild, 2D keypoint annotations |
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![arxiv](images/arxiv.svg) , , , , ![git](images/git.svg) ![pwc](images/pwc.svg) , , , , , , , , ![yt](images/yt.svg)
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![Open In Colab](images/colab.svg) |
23.12.2020 |
SeFa |
A closed-form approach for unsupervised latent semantic factorization in GANs |
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![Open In Colab](images/colab.svg) |
06.12.2020 |
Stylized Neural Painting |
An image-to-painting translation method that generates vivid and realistic painting artworks with controllable styles |
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![Open In Colab](images/colab.svg) |
01.12.2020 |
BiT |
Big Transfer: General Visual Representation Learning |
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![Open In Colab](images/colab.svg) |
12.11.2020 |
LaSAFT |
Latent Source Attentive Frequency Transformation for Conditioned Source Separation |
Woosung Choi |
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![Open In Colab](images/colab.svg) |
01.11.2020 |
Lifespan Age Transformation Synthesis |
Multi-domain image-to-image generative adversarial network architecture, whose learned latent space models a continuous bi-directional aging process |
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![Open In Colab](images/colab.svg) |
31.10.2020 |
HiGAN |
Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis |
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![Open In Colab](images/colab.svg) |
14.10.2020 |
InterFaceGAN |
Interpreting the Latent Space of GANs for Semantic Face Editing |
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![Open In Colab](images/colab.svg) |
13.10.2020 |
Instance-aware Image Colorization |
Novel deep learning framework to achieve instance-aware colorization |
Jheng-Wei Su |
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![Open In Colab](images/colab.svg) |
30.08.2020 |
MoCo |
Momentum Contrast for unsupervised visual representation learning |
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![Open In Colab](images/colab.svg) |
20.08.2020 |
CAPE |
Learning to Dress 3D People in Generative Clothing |
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![Open In Colab](images/colab.svg) |
05.08.2020 |
Rewriting a Deep Generative Model |
We ask if a deep network can be reprogrammed to follow different rules, by enabling a user to directly change the weights, instead of training with a data set |
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![Open In Colab](images/colab.svg) |
31.07.2020 |
SIREN |
Implicit Neural Representations with Periodic Activation Functions |
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![Open In Colab](images/colab.svg) |
24.06.2020 |
PIFu |
Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization |
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![Open In Colab](images/colab.svg) |
17.06.2020 |
3D Photo Inpainting |
Method for converting a single RGB-D input image into a 3D photo, i.e., a multi-layer representation for novel view synthesis that contains hallucinated color and depth structures in regions occluded in the original view |
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![Open In Colab](images/colab.svg) |
04.05.2020 |
Motion Supervised co-part Segmentation |
A self-supervised deep learning method for co-part segmentation |
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![Open In Colab](images/colab.svg) |
07.04.2020 |
Onsets and Frames |
Onsets and Frames is an automatic music transcription framework with piano and drums models |
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![Open In Colab](images/colab.svg) |
02.04.2020 |
BERT score |
An automatic evaluation metric for text generation |
Tianyi Zhang |
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![Open In Colab](images/colab.svg) |
05.03.2020 |
Generating Piano Music with Transformer |
This Colab notebook lets you play with pretrained Transformer models for piano music generation, based on the Music Transformer |
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![Open In Colab](images/colab.svg) |
16.09.2019 |
HMR |
End-to-end framework for reconstructing a full 3D mesh of a human body from a single RGB image |
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![Open In Colab](images/colab.svg) |
15.03.2019 |
GANSynth |
This notebook is a demo GANSynth, which generates audio with Generative Adversarial Networks |
Jesse Engel |
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![Open In Colab](images/colab.svg) |
25.02.2019 |
Latent Constraints |
Conditional Generation from Unconditional Generative Models |
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![Open In Colab](images/colab.svg) |
27.11.2017 |
Performance RNN |
This notebook shows you how to generate new performed compositions from a trained model |
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![Open In Colab](images/colab.svg) |
11.07.2017 |
NSynth |
This colab notebook has everything you need to upload your own sounds and use NSynth models to reconstruct and interpolate between them |
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![Open In Colab](images/colab.svg) |
06.04.2017 |