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manifold_mixup

Code for reproducing Manifold Mixup results (ICML 2019)

matconvnet

MatConvNet: CNNs for MATLAB

mean-teacher

A state-of-the-art semi-supervised method for image recognition

mixmatch-pytorch

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

mn-torch

Mode normalization (ICLR 2019).

models

Models and examples built with TensorFlow

moex

MoEx (Moment Exchange)

ms-da-mil-cnn

Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)

mstn

PyTorch reimplementation of Moving Semantic Transfer Network

openunreid

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

probtorch

Probabilistic Torch is library for deep generative models that extends PyTorch

pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

recurrent-batch-normalization-pytorch

PyTorch implementation of recurrent batch normalization

residual_adapters

s2m2_fewshot

simcse

SimCSE: Simple Contrastive Learning of Sentence Embeddings

snapshotensemble

Snapshot Ensembles in Torch (Snapshot Ensembles: Train 1, Get M for Free)

spcl

[NeurIPS-2020] Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID.

specaugment-vs-codecaugment

Emotion recognition with IEMOCAP datasets. We compare the results with SpecAugmentation and CodecAugmentation. For audio codec implementation, we have selected opus.

speech_feature_extractor

Some useful features of speech process, such as MFCC, gammatone filterbank, GFCC, spectrum(power spectrum and log-power spectrum), Amplitude Modulation Spectrum(AMS) and so on.

sphereface_pytorch

A PyTorch Implementation of SphereFace.

splitnet-divide-and-co-training

Code of the paper "SplitNet: Divide and Co-training".

subspectralnet-pytorch

PyTorch Implementation of SubSpectralNet - Using Sub-Spectrogram based Convolutional Neural Networks for Acoustic Scene Classification, accepted in ICASSP 2019

sv-x-softmax

tdfbanks

Pytorch implementation of time-domain filterbanks

teacher-free-knowledge-distillation

Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization

temporal-ensembling

PyTorch implementation of Temporal Ensembling for Semi-Supervised Learning

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

visionlearninggroup.github.io