MCG-NJU

Multimedia Computing Group, Nanjing University Joined Apr 2020 View on GitHub

Stars
12,383
across 108 public repos
Rank
#3,126
of 95,333 organizations, top 4%
Up 3 places this week

Repositories with 50+ stars

MCG-NJU's repositories with their overall rank
RankRepositoryLanguageStars
37,711

[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

Python 1,815
98,774

SteadyDancer: Harmonized and Coherent Human Image Animation with First-Frame Preservation

Python 652
109,176

[CVPR 2025] Multiple Object Tracking as ID Prediction

Python 585
116,510

[CVPR 2022 Oral & TPAMI 2024] MixFormer: End-to-End Tracking with Iterative Mixed Attention

Python 545
124,828

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

Python 505
131,702

[ICCV 2023 & TPAMI 2026] SparseBEV: High-Performance Sparse 3D Object Detection from Multi-Camera Videos

Python 475
140,040

[ECCV 2024] Fully Sparse 3D Occupancy Prediction & RayIoU Evaluation Metric

Python 443
145,907

[CVPR 2026] DDT: Decoupled Diffusion Transformer

Python 423
156,798

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

Python 390
167,503

VideoChat3: a generalist video MLLM built for fine-grained motion, long-form reasoning, temporal grounding, and online proactive response.

Python 362
192,915

VideoJev: System One Model for Video Understanding and Interaction

Python 308
211,142

TavernGym and TavernBench: a faithful, full-content Hearthstone Battlegrounds simulator with an RL interface, and a 960-task decision benchmark. Code and data for "Build, Don't Play".

Rust 277
215,904

[ECCV 2020] Actions as Moving Points

Python 270
227,259

[CVPR 2022 Oral & TPAMI 2023] Learning Optical Flow and Scene Flow with Bidirectional Camera-LiDAR Fusion

Python 254
234,284

OneStreamer: Unifying Perception, Memory, and Proactive Response in Streaming Video Interaction

Python 245
240,079

[CVPR 2022 Oral] AdaMixer: A Fast-Converging Query-Based Object Detector

Jupyter Notebook 238
241,673

[ICCV 2023] MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking

Python 236
243,421

[ICCV 2023] SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes

Python 234
245,975

[NeurIPS 2023] MixFormerV2: Efficient Fully Transformer Tracking

Python 231
290,341

[ICLR 2026] PixNerd: Pixel Neural Field Diffusion

Python 189
335,272

[NeurIPS 2024] VFIMamba: Video Frame Interpolation with State Space Models

Python 159
351,727

TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

Python 150
372,156

[ICCV 2021] MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions

Python 140
378,879

[NeurIPS 2025 Spotlight] StreamForest: Efficient Online Video Understanding with Persistent Event Memory

Python 137
395,143

[TIP 2021] SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction

Python 130
395,143

[ICML 2026] Video-o3: Native Interleaved Clue Seeking for Long Video Multi-Hop Reasoning

Python 130
418,444

[NeurIPS 2024] AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation

Python 121
494,506

[ICCV2023] MixSort: The Customized Tracker in SportsMOT

Python 98
494,506

[CVPR 2025] Online Video Understanding: OVBench and VideoChat-Online

Python 98
502,343

[CVPR 2023] LinK: Linear Kernel for LiDAR-based 3D Perception

Python 96
519,335

[ICCV 2021] Relaxed Transformer Decoders for Direct Action Proposal Generation

Python 92
523,789

[CVIU] Fully Convolutional Online Tracking

Python 91
523,789

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

Python 91
533,107

[ECCV 2020] Boundary-Aware Cascade Networks for Temporal Action Segmentation

Python 89
552,739

[CVPR 2024] Sparse Global Matching for Video Frame Interpolation with Large Motion

Python 85
597,920

[CVPR 2024] BIVDiff: A Training-free Framework for General-Purpose Video Synthesis via Bridging Image and Video Diffusion Models

Python 77
616,732

SAM 2++: Tracking Anything at Any Granularity

Python 74
644,046

[NeurIPS 2022 Spotlight] VideoMAE for Action Detection

Python 70
691,445

[CVPR 2022] Structured Sparse R-CNN for Direct Scene Graph Generation

Jupyter Notebook 64
691,445

[CVPR 2023] STMixer: A One-Stage Sparse Action Detector

Python 64
717,532

UniAVGen: Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions

Python 61
726,910

Learning Spatiotemporal Features via Video and Text Pair Discrimination

Python 60
726,910

[ICCV 2021] Target Adaptive Context Aggregation for Video Scene Graph Generation

Python 60
756,829

[CVPR 2022] Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary Detection

Python 57
767,502

[CVPR 2025] Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning

Python 56
778,652

Motion-Aware Generative Frame Interpolation

Python 55
801,575

[ICCV 2021] MGSampler: An Explainable Sampling Strategy for Video Action Recognition

Python 53
826,248

Context-aware RCNN: a Baseline for Action Detection in Videos

Python 51
826,248

BasicTAD: an Astounding RGB-Only Baselinefor Temporal Action Detection

Python 51

Among 95,333 organizations

10k–16k stars: 1,461 organizations, including MCG-NJU

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When they were made

49 repos with 50+ stars, made between 2020 and 2026

Quick stats

Next rank
+2 stars to reach #3,125
Next milestone
+22,624 stars to reach the top 1%
Public repos
108, 49 with 50+ stars
Popular repos
27 over 100 stars, 1 over 1k stars
Top repo
VideoMAE, #37,711 of all repos, 15% of stars
Smaller repos
1,146 stars from repos under 50

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