kai-wen-yang

AdCo

AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries

AdvAugSemi

adversarial-autoaugment-pytorch

CD-VAE

[NeurIPS 2021] "Class-Disentanglement and Applications in Adversarial Detection and Defense"

Cheetah

Cherry_LLM

IDAA

[ICML2022] "Identity-Disentangled Adversarial Augmentation for Self-Supervised Learning"

LPA3

[NeurIPS 2022] "Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach"

QVix

Good Questions Help Zero-Shot Image Reasoning

reading-list

kai-wen-yang/AdCo

AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries

kai-wen-yang/CMC

[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

kai-wen-yang/DataFree

[IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation

kai-wen-yang/DCL

NeurIPS 2020, Debiased Contrastive Learning

kai-wen-yang/Generalized-PixelVAE

PixelVAE with or without regularization

kai-wen-yang/pixel-cnn-pp

Pytorch Implementation of OpenAI's PixelCNN++

kai-wen-yang/pytorch-vqvae

Vector Quantized VAEs - PyTorch Implementation

kai-wen-yang/SSD

High quality, fast, modular reference implementation of SSD in PyTorch

kai-wen-yang/vdvae

Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"

kai-wen-yang/vdvae_repo

PyTorch implementation of Very Deep VAE (VD-VAE) from "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"