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LL's Projects

agentformer icon agentformer

Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".

attentive-gan-derainnet icon attentive-gan-derainnet

Unofficial tensorflow implemention of "Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018) " model https://maybeshewill-cv.github.io/attentive-gan-derainnet/

byol-pytorch icon byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

cikm2020-s3rec icon cikm2020-s3rec

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

clip icon clip

Contrastive Language-Image Pretraining

cotr icon cotr

[MICCAI2021] CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation CoTr:基于CNN和Transformer进行3D医学图像分割

cpc_audio icon cpc_audio

An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.

deformable-detr icon deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

deraindrop icon deraindrop

Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)

detr icon detr

End-to-End Object Detection with Transformers

diffusion-bert icon diffusion-bert

Implementation of DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models

dsp icon dsp

Trajectory Prediction with Graph-based Dual-scale Context Fusion

duorec icon duorec

Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.

eqmotion icon eqmotion

[CVPR2023] EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

groupnet icon groupnet

[CVPR22] GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning

hivt icon hivt

[CVPR 2022] HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction

hko-7 icon hko-7

Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"

human-path-prediction icon human-path-prediction

State-of-the-art methods for human trajectory forecasting. Contains code for papers published at ECCV 2020 and ICCV 2021.

mae-pytorch icon mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

mantra-cvpr20 icon mantra-cvpr20

Official Pytorch code for MANTRA - Memory Augmented Neural Trajectory Predictor (CVPR2020)

memonet icon memonet

[CVPR2022] Remember Intentions: Retrospective-Memory-based Trajectory Prediction

mid icon mid

[CVPR2022] Code for CVPR 2022 paper "Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion"

mmtransformer icon mmtransformer

[CVPR 2021] "Multimodal Motion Prediction with Stacked Transformers": official code implementation and project page.

p2t icon p2t

Code for "Trajectory Forecasts in Unknown Environments Conditioned on Grid-Based Plans" https://arxiv.org/abs/2001.00735

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