Eggroll

Awesome-Incremental-Learning. Awesome Incremental Learning

ebooks.

vstar. PyTorch Implementation of "V* : Guided Visual Search as a Core Mechanism in Multimodal LLMs"

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

VTimeLLM. [CVPR'2024 Highlight] Official PyTorch implementation of the paper "VTimeLLM: Empower LLM to Grasp Video Moments".

MESM. The official code of Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval (AAAI2024)

Bunny. A family of lightweight multimodal models.

Awesome-LLMs-for-Video-Understanding. 🔥🔥🔥 [IEEE TCSVT] Latest Papers, Codes and Datasets on Vid-LLMs.

vicreg. VICReg official code base

PaperReading. Paper Reading of IMCC groups.

Awesome-Video-Diffusion. A curated list of recent diffusion models for video generation, editing, and various other applications.

CTP. [ICCV2023] - CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation

VALOR. [TPAMI2024] Codes and Models for VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset

bolei_awesome_posters. CVPR and NeurIPS poster examples and templates

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

VAST. [NIPS2023] Code and Model for VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset

ECLIPSE. Python

DeepSpeed. DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

learning_research. 本人的科研经验

VisCPM. [ICLR'24 spotlight] Chinese and English Multimodal Large Model Series (Chat and Paint) | 基于CPM基础模型的中英双语多模态大模型系列

DFRQ. Deep Fourier Ranking Quantization for Semi-Supervised Image Retrieval -- TIP22

ONE-PEACE. A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities

MomentDiff. MomentDiff: Generative Video Moment Retrieval from Random to Real--NeurIPS 2023

SigmaCCS. [Communications Chemistry 2023] Highly accurate and large-scale collision cross section prediction with graph neural network for compound identification

Openvino_Yolov5_async. yolov5的openvino模型，带异步推理

DTP. [ICCV 2023] Official implement of <Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement>

RFN. [TCSVT2022] Industria Scene Text Detection

SiT. Official implementation of "Self-slimmed Vision Transformer" (ECCV2022)

SVFormer. Python

SimDA. [CVPR 2024] SimDA: Simple Diffusion Adapter for Efficient Video Generation

Awesome-Video-Diffusion-Models. [CSUR] A Survey on Video Diffusion Models

AdvEncoder. The implementation of our ICCV 2023 paper "Downstream-agnostic Adversarial Examples"

VTSNN. Public code for VTSNN: A Virtual Temporal Spiking Neural Network (Fron. Neur.)

ASDA. Python

SkeletonMAE. SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training

RelightHuman.

GraphMLP. [PR 2025] GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation

NeMF. [ICCV 2023] NeMF: Inverse Volume Rendering with Neural Microflake Field

StridedTransformer-Pose3D. [TMM 2023] Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation

CSWinTT. Transformer Tracking with Cyclic Shifting Window Attention (CSWinTT)

MHFormer. [CVPR 2022] MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation

C3BN. accepted by ICME2023 oral（CCF B）

DiffusionTrack. [AAAI 2024] DiffusionTrack: Diffusion Model For Multi-Object Tracking. DiffusionTrack is the first work to employ the diffusion model for multi-object tracking by formulating it as a generative noise-to-tracking diffusion process.

AAAI2023-PVD. [IJCV] Official Implementation of PVD and PVDAL: http://sk-fun.fun/PVD-AL/

PBRNet. The code is for PBRnet for action detection

FIMVC-VIA. [IEEE TNNLS 2022] Code of "Fast Incomplete Multi-view Clustering with View-independent Anchors"

EOMSC-CA. [AAAI 2022] Code of "Efficient One-pass Multi-view Subspace Clustering with Consensus Anchors"

LVOS.

CoDT. The implementaion of CoDT on the task of NTU-60+->PKUMMD

Variational-Degeneration-to-Structural-Refinement.

UniPC. [NeurIPS 2023] UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models

Math-Reasoning-With-PLMs. EMNLP22: Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem

SnowFormer. This is the official implementation code repository of SnowFormer: Scale-aware Transformer via Context Interaction for Single Image Desnowing

UDR-S2Former_deraining. [ICCV'23] Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks

DC-ShadowNet-Hard-and-Soft-Shadow-Removal. [ICCV2021]"DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network", https://arxiv.org/abs/2207.10434

DiffMIC. [MICCAI 2023] DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification

ViWS-Net. [ICCV 2023] Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation

night-enhancement. [ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564

SIGA. [CVPR2023] Self-supervised Implicit Glyph Attention for Text Recognition

RecommendFlow. A Industrialization recommendation system which can easy to build pipeline between local/hdfs train data and tensorflow2.x model.

FaissSearcher. a common faiss searcher

VideoDesnowing. [ICCV 2023] Snow Removal in Video: A New Dataset and A Novel Method

MaskedDenoising. [CVPR 2023] Masked Image Training for Generalizable Deep Image Denoising https://arxiv.org/abs/2303.13132

LoGoNet. [CVPR2023] LoGoNet: Towards Accurate 3D Object Detection with Local-to-Global Cross-Modal Fusion

HoP. [ICCV 2023] Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object Prediction

Co-DETR. [ICCV 2023] DETRs with Collaborative Hybrid Assignments Training

MutexMatch4SSL. "MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization" by Yue Duan (TNNLS)

ProST. Progressive Spatio-Temporal Prototype Matching for Text-Video Retrieval --ICCV2023 Oral

Exp-BLIP. Official implementation of BMVC2023 Oral paper: 《Describe Your Facial Expressions by Linking Image Encoders and Large Language Models》

VPD. [ICCV 2023] VPD is a framework that leverages the high-level and low-level knowledge of a pre-trained text-to-image diffusion model to downstream visual perception tasks.

VQ-Font. [ICCV 2023] Few shot font generation via transferring similarity guided global and quantization local styles

ICLR_TINY_SNN. Offical implementation of "When Spiking Neural Networks Meet Temporal Attention Image Decoding And AdaptiveE Spiking Neuron" (ICLR2023)

GAC. Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)

SPC. [BMVC2023] Spatial and Planar Consistency for Semi-Supervised Volumetric Medical Image Segmentation

Parameterized-Cost-Volume-for-Stereo-Matching. PCVNet (ICCV2023)

Data-Copilot. Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow

NVDS. ICCV 2023 "Neural Video Depth Stabilizer" (NVDS) & TPAMI 2024 "NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth Estimation" (NVDS+)

XNet. [ICCV2023] XNet: Wavelet-Based Low and High Frequency Merging Networks for Semi- and Supervised Semantic Segmentation of Biomedical Images

DS2DP. The official implement of DS2DP [TGRS 2022]

On-the-fly-Category-Discovery. Code release for Your “On-the-fly Category Discovery (CVPR 2023)”

Partial2Complete. [ICCV 2023] P2C: Self-Supervised Point Cloud Completion from Single Partial Clouds

ETPNav. [TPAMI 2024] Official repo of "ETPNav: Evolving Topological Planning for Vision-Language Navigation in Continuous Environments"

3D_Semantic_Subspace_Traverser. C++

DT-ST. Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation(CVPR-2023)

CCD. [ICCV2023] Self-supervised Character-to-Character Distillation for Text Recognition

PRG4SSL-MNAR. "Towards Semi-supervised Learning with Non-random Missing Labels" by Yue Duan (ICCV 2023)

alice. Python

IAGNet. The Pytorch implementation of Grounding 3D Object Affordance from 2D Interactios in Images.

CASE. Accepted by ICCV2023, Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach

DDS2M. The official implementation of DDS2M [ICCV 2023].

DeRy. [NeurIPS2022] Deep Model Reassembly

PCS. Boosting Single Image Super-Resolution via Partial Channel Shifting.

ViECap. Transferable Decoding with Visual Entities for Zero-Shot Image Captioning, ICCV 2023

CausalVLR. CausalVLR: A Toolbox and Benchmark for Vision-Language Causal Reasoning (多模态因果推理开源框架)

TF-ICON. [ICCV 2023] "TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition" (Official Implementation)

VLN-BEVBert. [ICCV 2023] Official repo of "BEVBert: Multimodal Map Pre-training for Language-guided Navigation"

DiffusionRet. [ICCV 2023] DiffusionRet: Generative Text-Video Retrieval with Diffusion Model

UniVTG. [ICCV 2023] UniVTG: Towards Unified Video-Language Temporal Grounding

DORi. Public repository for DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video Code accompanying the paper

LGI4temporalgrounding. Repository for the CVPR-20 paper "Local-Global Video-Text Interactions for Temporal Grounding"

MS-DETR. An official implementation for MS-DETR in ACL'23

ShufflingVideosForTSG. Code for ECCV 2022 paper "Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal Grounding"

ustcbeamer. USTC Beamer 模板（基于学校公用 PPT 模板）

opencompass. OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

ChatGLM2-6B. ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

Video-LLaMA. [EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

LLaMA-Adapter. [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

visprog. Official code for VisProg (CVPR 2023 Best Paper!)

DeepLearning-500-questions. 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

Causal_Video_Moment_Retrieval. The codes and features of the re-implementation of SIGIR 2021 work "Deconfounded Video Moment Retrieval with Causal Intervention"

LLaVA. [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

InternVideo. [ECCV2024] Video Foundation Models & Data for Multimodal Understanding

mPLUG-Owl. mPLUG-Owl: The Powerful Multi-modal Large Language Model Family

MiniGPT-4. Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

Macaw-LLM. Macaw-LLM: Multi-Modal Language Modeling with Image, Video, Audio, and Text Integration

BACL. Balanced Classification: A Unified Framework for Long-Tailed Object Detection (TMM 2023)

SparseR-CNN. [CVPR2021, PAMI2023] End-to-End Object Detection with Learnable Proposal

NASA. Neighborhood-Adaptive Structure Augmented Metric Learning -- AAAI2022 oral

Awesome-Trajectory-Motion-Prediction-Papers.

Compositional-Temporal-Grounding.

vqvae. A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)

pytorch-vqvae. Vector Quantized VAEs - PyTorch Implementation

SeqTR. SeqTR: A Simple yet Universal Network for Visual Grounding

unilm. Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities