Data collection code for NeurIPS 2021 Datasets and Benchmarks Track paper: 'The Met Dataset: Instance-level Recognition for Artworks'

code for ICIP 2017 paper: SINGLE SHOT OBJECT DETECTION WITH TOP-DOWN REFINEMENT

Code for AAAI 2022 Oral paper: 'Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment'

Code for CVPR 2022 Oral paper: 'Few-Shot Object Detection with Fully Cross-Transformer'

Code for ICCV 2021 paper: 'Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks'

Context-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

Video Representation Learning by Dense Predictive Coding. Tengda Han, Weidi Xie, Andrew Zisserman.

[arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

SCOPS: Self-Supervised Co-Part Segmentation (CVPR'19)

The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)

[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

OpenMMD is an OpenPose-based application that can convert real-person videos to the motion files (.vmd) which directly implement the 3D model (e.g. Miku, Anmicius) animated movies.

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

A curated list of awesome architecture search resources

Starter code for working with the YouTube-8M dataset.

Related papers for robust machine learning

FoveaBox: Beyond Anchor-based Object Detector

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

Awesome Person Re-identification

W-TALC: Weakly-supervised Temporal Activity Localization and Classification

3D ResNets for Action Recognition (CVPR 2018)

A collection of important graph embedding, classification and representation learning papers with implementations.

A curated list of action recognition and related area resources

The paper list about skeleton-based action recognition.

Translate images to unseen domains in the test time with few example images.

Learning What and Where to Transfer (ICML 2019)

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

Rank-1 89% (Single Query) on Market1501 with raw triplet loss, In Defense of the Triplet Loss for Person Re-Identification, using Pytorch