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ap3d

Pytorch implementation of "Appearance-Preserving 3D Convolution for Video-based Person Re-identification"

awesome-action-recognition

A curated list of action recognition and related area resources

awesome-clip

Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-knowledge-distillation-1

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

awesome-long-tail-learning

awesome-of-long-tailed-recognition

A curated list of long-tailed recognition resources.

awesome-person-re-identification

Awesome Person Re-identification

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-test-time-adaptation

Collection of awesome test-time (domain/batch/instance) adaptation methods

awesome-video-diffusion-models

[Arxiv] A Survey on Video Diffusion Models

awesome_prompting_papers_in_computer_vision

A curated list of prompt-based paper in computer vision and vision-language learning.

awsome-deep-learning-for-video-analysis

Papers, code and datasets about deep learning and multi-modal learning for video analysis

bicnet-tks

Code of BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification (CVPR 2021)

class-incremental-learning

PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020)

cluster-contrast-reid

data-centric-ai

A curated, but incomplete, list of data-centric AI resources.

deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

few-shot-classification-leaderboard

Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

fewshot-can

Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).

fewshot-egnn

fewshotwithoutforgetting

imgreid-ianet

Code of 'Interaction-and-aggregation network for person re-identification' (CVPR2019), and 'IAUnet: Global Context-Aware Feature Learning for Person Re-Identification' (TNNLS 2021).

lip_jppnet

Code repository for Joint Body Parsing & Pose Estimation Network, T-PAMI 2018

long-tailed-recognition.pytorch

[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2020 paper 'Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect'.

longtail_da

[CVPR 2020] Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective

metaoptnet

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

mmt

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

occluded-dukemtmc-videoreid-dataset