SHI-Labs

Cross-Scale-Non-Local-Attention

PyTorch code for our paper "Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining" (CVPR2020).

Pyramid-Attention-Networks

[IJCV] Pyramid Attention Networks for Image Restoration: new SOTA results on multiple image restoration tasks: denoising, demosaicing, compression artifact reduction, super-resolution

Self-Similarity-Grouping

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)

Decoupled-Classification-Refinement

Revisiting RCNN: On Awakening the Classification Power of Faster RCNN (ECCV 2018)

3D-Point-Cloud-Learning

Semi-Supervised-Transfer-Learning

[CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning

SGL-Retinal-Vessel-Segmentation

[MICCAI 2021] Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels: New SOTA on both DRIVE and CHASE_DB1.

GFR-DSOD

Improving Object Detection from Scratch via Gated Feature Reuse (BMVC 2019)

UltraSR-Arbitrary-Scale-Super-Resolution

[Preprint] UltraSR: Spatial Encoding is a Missing Key for Implicit Image Function-based Arbitrary-Scale Super-Resolution, 2021

Any-Precision-DNNs

Any-Precision Deep Neural Networks (AAAI 2021)

Horizontal-Pyramid-Matching

Horizontal Pyramid Matching for Person Re-identification (AAAI 2019)

Pseudo-IoU-for-Anchor-Free-Object-Detection

Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection

Human-Object-Interaction-Detection

CompFeat-for-Video-Instance-Segmentation

CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation (AAAI 2021)

Interpretable-Visual-Reasoning

[ICCV 2021] Interpretable Visual Reasoning via Induced Symbolic Space

Mask-Selection-Networks

[CVPR 2021] Youtube-VIS 2021 3rd place, [CVPR 2020] winner DAVIS 2020. Code for mask selection based methods.

Activity-Recognition

Aneurysm-Segmentation-with-Multi-Teacher-Pseudo-Labels

CCNet

A copy of our PyTorch code for CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019). Please follow the repo at speedinghzl/CCNet for updates.

AdaFocusV2

[CVPR 2022] AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition

AlignSeg

A copy of our code for AlignSeg: Feature-Aligned Segmentation Networks(TPAMI 2021). Please follow speedinghzl/AlignSeg for updates.

HigherHRNet-Pose-Estimation

A copy of our code for: HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation (CVPR 2020). Please follow the repo at HRNet/HigherHRNet-Human-Pose-Estimation for updates.

Learning-to-Track-without-Video-Annotations

SpotTune

A copy of our code for SpotTune: Transfer Learning through Adaptive Fine-tuning (CVPR 2019). Please follow gyhui14/spottune for updates.