Runhao Zeng

Awesome_Long_Form_Video_Understanding. Awesome papers & datasets specifically focused on long-term videos.

egtr. [CVPR 2024 Best paper award candidate] EGTR: Extracting Graph from Transformer for Scene Graph Generation

GAR-bi-causal. Python

AVION. [arXiv:2309.16669] Code release for "Training a Large Video Model on a Single Machine in a Day"

awesome-video-domain-adaptation. A comprehensive collection of awesome research and other items about video domain adaptation

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

mist. Jupyter Notebook

peft. 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

LaCLIP. [NeurIPS 2023] Text data, code and pre-trained models for paper "Improving CLIP Training with Language Rewrites"

Swin-Unet. [ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

Awesome-Multimodal-Large-Language-Models. :sparkles::sparkles:Latest Advances on Multimodal Large Language Models

DiffusionTAD. [ICCV 2023] Official PyTorch implementation of the paper "DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion"

open_clip. An open source implementation of CLIP.

XPretrain. Multi-modality pre-training

PLRC. Code for Point-Level Regin Contrast (https//arxiv.org/abs/2202.04639)

3D-SPS. Python

EMB. Pytorch Implementation of ECCV'22 paper: Video Activity Localisation with Uncertainties in Temporal Boundary

eamat. Entity-Aware and Motion-Aware Transformers for Language-driven Action Localization(IJCAI-22)

STAN. Official PyTorch implementation of the paper "Revisiting Temporal Modeling for CLIP-based Image-to-Video Knowledge Transferring"

SelfDZSR. [ECCV 2022] Self-Supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations

ECCV2026-Papers-with-Code. ECCV 2026 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2026论文和开源项目

DiffusionInst. This repo is the code of paper "DiffusionInst: Diffusion Model for Instance Segmentation" (ICASSP'24).

ViTTA. Video Test-Time Adaptation for Action Recognition (CVPR 2023)

MaskCLIP. Official PyTorch implementation of "Extract Free Dense Labels from CLIP" (ECCV 22 Oral)

singularity. [ACL 2023] Official PyTorch code for Singularity model in "Revealing Single Frame Bias for Video-and-Language Learning"

stochastic-backpropagation.

FrozenBiLM. [NeurIPS 2022] Zero-Shot Video Question Answering via Frozen Bidirectional Language Models

event-based_vision_resources. Event-based Vision Resources. Community effort to collect knowledge on event-based vision technology (papers, workshops, datasets, code, videos, etc)

awesome-3dcv-papers-daily. 主要记录计算机视觉、VSLAM、点云、结构光、机械臂抓取、三维重建、深度学习、自动驾驶等前沿paper与文章。

awesome-source-free-test-time-adaptation. Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

TCGL. [IEEE T-IP 2022] TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning

revisiting-spatial-temporal-layouts. Codebase for "Revisiting spatio-temporal layouts for compositional action recognition" (Oral at BMVC 2021).

OCRTOC_software_package. Python

easy_handeye. Automated, hardware-independent Hand-Eye Calibration

Awesome_Underwater_Datasets. Pointers to large-scale underwater datasets and relevant resources.

UWKFusion. Front end GUI for 3D scene reconstruction using Kinect v2 on underwater depth data.

cotta. [CVPR 2022] Official CoTTA Code for our paper Continual Test-Time Domain Adaptation

Look-Outside-Room. [CVPR 2022] Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single Image

CACL. [CVPR 2022] Cross-Architecture Self-supervised Video Representation Learning

MMN. [AAAI 2022] Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding

awesome-multimodal-ml. Reading list for research topics in multimodal machine learning

ViGA. "Video Moment Retrieval from Text Queries via Single Frame Annotation" in SIGIR 2022

graph-based-deep-learning-literature. links to conference publications in graph-based deep learning

VideoINR-Continuous-Space-Time-Super-Resolution. [CVPR 2022] VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution

MAE-pytorch. Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

E2E-TAD. [CVPR 2022] An Empirical Study of End-to-end Temporal Action Detection

TemporalAlignNet. [CVPR'22 Oral] Temporal Alignment Networks for Long-term Video. Tengda Han, Weidi Xie, Andrew Zisserman.

activitygraph_transformer. Python

auditory-slow-fast. Implementation of "Slow-Fast Auditory Streams for Audio Recognition, ICASSP, 2021" in PyTorch

Underwater-Color-Correction. Using GANs to correct color distortion in underwater images.

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

xbmc-addons-chinese. Addon scripts, plugins, and skins for XBMC Media Center. Special for chinese laguage.

awesome-vision-language-pretraining-papers. Recent Advances in Vision and Language PreTrained Models (VL-PTMs)

SP-TAD. Towards High-Quality Temporal Action Detection with Sparse Proposals

DCAN. [AAAI 2022] DCAN: Improving Temporal Action Detection via Dual Context Aggregation

Video-Swin-Transformer. This is an official implementation for "Video Swin Transformers".

pytorch_violet. A PyTorch implementation of VIOLET

ActionCLIP. This is the official implement of paper "ActionCLIP: A New Paradigm for Action Recognition"

Dynamic-Vision-Transformer. Accelerating T2t-ViT by 1.6-3.6x.

vtpack. code base for vision transformers

SSTAP. Code for our CVPR 2021 Paper "Self-Supervised Learning for Semi-Supervised Temporal Action Proposal".

STAM. Official implementation of "An Image is Worth 16x16 Words, What is a Video Worth?" (2021 paper)

VisualTransformers. A Pytorch Implementation of the following paper "Visual Transformers: Token-based Image Representation and Processing for Computer Vision"

TadTR. [TIP 2022] End-to-end Temporal Action Detection with Transformer

Lighting-the-Darkness-in-the-Deep-Learning-Era-Open.

WaterGAN. Source code for "WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images"

Underwater-image-restoration. Implementation of Chongyi Li et.al algorithm for underwater image restoration.

UnderwaterImage-Enhancement. 水下图像增强算法，三个工程均为MATLAB版本，作者北京大学张文浩

UWCNN. Code and Datasets for "Underwater Scene Prior Inspired Deep Underwater Image and Video Enhancement", Pattern Recognition, 2019

All-In-One-Underwater-Image-Enhancement-using-Domain-Adversarial-Learning. [CVPRW 2019] All-In-One Underwater Image Enhancement using Domain-Adversarial Learning

WCT2. Software that can perform photorealistic style transfer without the need of any post-processing steps.

Underwater-Image-Enhancement-via-Style-Transfer. This is the official repository for Exemplar Based Underwater Image Enhancement augmented by Wavelet Corrected Transforms.

FUnIE-GAN. Fast underwater image enhancement for Improved Visual Perception. #TensorFlow #PyTorch #RAL2020

UnderwaterImageRestoration. Underwater Image Restoration.

Single-Underwater-Image-Enhancement-and-Color-Restoration. Single Underwater Image Enhancement and Color Restoration, which is Python implementation for a comprehensive review paper "An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging"

GANTransferLimitedData. This is a pytorch implementation of the paper "On Leveraging Pretrained GANs for Limited-Data Generation".

ReReVST-Code. Released code of Consistent Video Style Transfer via Relaxation and Regularization, TIP 2020

awesome-low-light-image-enhancement. This is a resouce list for low light image enhancement

StableLLVE. Learning Temporal Consistency for Low Light Video Enhancement from Single Images (CVPR2021)

BIMEF. Code and data for the research paper "A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement" (Submitted to IEEE Transactions on Cybernetics)

ActionDetection-AFSD. Code for CVPR2021 paper "Learning Salient Boundary Feature for Anchor-free Temporal Action Localization"

MUSES. [CVPR 2021] Multi-shot Temporal Event Localization: a Benchmark

TSP. TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks (ICCVW 2021)

TDN. [CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition

RSPNet. Official Pytorch implementation for AAAI2021 paper (RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning)

TimeSformer-pytorch. Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

A2Net. Revisiting Anchor Mechanisms for Temporal Action Localization (TIP 2020)

PyTorch-MFNet. Python

Video-Grounding-from-Text. Source code for "Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction"

CenterTrack. Simultaneous object detection and tracking using center points.

TPN. [CVPR 2020] Temporal Pyramid Network for Action Recognition

DeepLearningInMedicalImagingAndMedicalImageAnalysis.

CharadesDet. Charades Object Detection Dataset (ICCV 2017)

charades-algorithms. Activity Recognition Algorithms for the Charades Dataset

something_else. Code repository for the paper: 'Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks'

NICE-GAN-pytorch. Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

evar. Explainable Video Action Reasoning via Prior Knowledge and State Transitions

generative_inpainting. DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

VideoX. VideoX: a collection of video cross-modal models

ActionDetection-DBG. Code for AAAI2020 paper "Fast Learning of Temporal Action Proposal via Dense Boundary Generator"