sanqingqu

Learning-Action-Completeness-from-Points

Official Pytorch Implementation of 'Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization' (ICCV-21 Oral)

cores

Learning with Instance-Dependent Label Noise: A Sample Sieve Approach (ICLR2021)

Advances-in-Label-Noise-Learning

A curated (most recent) list of resources for Learning with Noisy Labels

DA_visualization

[CVPR2021] "Visualizing Adapted Knowledge in Domain Transfer". Visualization for domain adaptation. #explainable-ai

video-contrastive-learning

Video Contrastive Learning with Global Context, ICCVW 2021

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

SHOT

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

BAIT_SFUDA

Unsupervised Domain Adaptation without Source Data by Casting a BAIT

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Efficient-Computing

Efficient computing methods developed by Huawei Noah's Ark Lab

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

SFA

Official Implementation of "Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers"

vision

Datasets, Transforms and Models specific to Computer Vision

models

Models and examples built with TensorFlow

tent

ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization

DARS

(ICCV 2021 Oral) Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation.

DA-VSN

Code for <Domain Adaptive Video Segmentation via Temporal Consistency Regularization> in ICCV 2021

G-SFDA

code for our ICCV 2021 paper 'Generalized Source-free Domain Adaptation'

ProDA

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

pytorch_ema

Tiny PyTorch library for maintaining a moving average of a collection of parameters.

MultiBench

[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning

External-Attention-pytorch

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

MaskFormer

Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)

awesome-audio-visual

A curated list of different papers and datasets in various areas of audio-visual processing

PSP_CVPR_2021

[2021 CVPR] Positive Sample Propagation along the Audio-Visual Event Line

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

soho

[CVPR'21 Oral] Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning

VideoAlignment