[ECCV2024] VideoMamba: State Space Model for Efficient Video Understanding

Mamba SSM architecture

Deformable Convolutional Networks

Official implementation of PVT series

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

Semi-Supervised Video Salient Object Detection Using Pseudo-Labels, IEEE International Conference on Computer Vision (ICCV), 2019

Shifting More Attention to Video Salient Objection Detection, CVPR 2019 (Best Paper Finalist)

Implementation of ConvMixer for "Patches Are All You Need? 🤷"

The official implementation of G-TAD: Sub-Graph Localization for Temporal Action Detection

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

A One-key fast evaluation on saliency object detection with GPU implementation including MAE, Max F-measure, S-measure, E-measure.

Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection

[CVPR 2023] Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolatio

Motion Guided Attention for Video Salient Object Detection, ICCV 2019

Full-Duplex Strategy for Video Object Segmentation, ICCV, 2021.

Adaptive Sparse ViT

Demo code for CVPR2023 paper "Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers"

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Codes for the AAAI 2021 paper "Locate Globally, Segment locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection"

The official implementation of "Pyramid constrained self-attention network for fast video salient object detection"

Code for GTA-Seg (NeurIPS2022)

Code for our IEEE TIP 2020 paper "Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton"

Datasets, Transforms and Models specific to Computer Vision

Video Salient Object Detection via Fully Convolutional Networks (TIP18)

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."