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1. PKU-YuanGroup/MagicTime PKU-YuanGroup/MagicTime Public

   [TPAMI 2025🔥] MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators

   Python 1.3k 123

2. PKU-YuanGroup/ConsisID PKU-YuanGroup/ConsisID Public

   [CVPR 2025 Highlight🔥] Identity-Preserving Text-to-Video Generation by Frequency Decomposition

   Python 845 45

3. ChaofanTao/Autoregressive-Models-in-Vision-Survey ChaofanTao/Autoregressive-Models-in-Vision-Survey Public

   [TMLR 2025🔥] A survey for the autoregressive models in vision.

   802 23

4. PKU-YuanGroup/ChronoMagic-Bench PKU-YuanGroup/ChronoMagic-Bench Public

   [NeurIPS 2024 D&B Spotlight🔥] ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation

   Python 212 15

5. PKU-YuanGroup/OpenS2V-Nexus PKU-YuanGroup/OpenS2V-Nexus Public

   [NeurIPS 2025 D&B🔥] OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation

   Jupyter Notebook 223 9

6. MAC-AutoML/SpecEyes MAC-AutoML/SpecEyes Public

   [ECCV 2026🔥] This is the official implementation of our paper "SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning"

   Python 62 6