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MMLab at CVPR 2025

June 11 - 15 2025
Nashville, USA

The CVPR 2025 is being held Wednesday, June 11th through Sunday June, 15th, 2025 at the Music City Center, Nashville TN, USA. MMLab at HKU will have a presence with active involvement in xxx competitions, workshops, and tutorials, and xxx papers being presented at the main conference.

Many of the greatest ideas come from a diverse mix of minds, backgrounds, and experiences. We provide equal opportunities to all participants without regard to nationality, affiliation, race, religion, color, age, disability, or any other restriction. We believe diversity drives innovation. When we say we welcome participation from everyone, we mean everyone.

Autonomous Grand Challenge 2025

Organizer: Hongyang Li, Yihang Qiu

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June 12
Multi-Agent Embodied Intelligent Systems Meet Generative-AI Era: Opportunities, Challenges and Futures

Organizer: Ping Luo, Haibao Yu, Yao Mu, Li Chen
Speaker: Hongyang Li

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June 11
Embodied Intelligence for Autonomous Systems on the Horizon

Organizer: Hongyang Li

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June 11
Workshop on Autonomous Driving

Speaker: Hongyang Li

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June 12
Distillation of Foundation Models for Autonomous Driving

Speaker: Hongyang Li

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June 12 | 202B
Robotics 101: An Odyssey from A Vision Perspective

Organizer: Hongyang Li

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CompGS: Unleashing 2D Compositionality for Compositional Text-to-3D via Dynamically Optimizing 3D Gaussians
Chongjian Ge, Chenfeng Xu, Yuanfeng Ji, Chensheng Peng, Masayoshi Tomizuka, Ping Luo, Mingyu Ding, Varun Jampani, Wei Zhan
Paper
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DexHandDiff: Interaction-aware Diffusion Planning for Adaptive Dexterous Manipulation
Zhixuan Liang, Yao Mu, Yixiao Wang, Tianxing Chen, Wenqi Shao, Wei Zhan, Masayoshi Tomizuka, Ping Luo, Mingyu Ding
Paper
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Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
Jin Wang, Chenghui Lv, Xian Li, Shichao Dong, Huadong Li, Chao Li, Wenqi Shao, Ping Luo
Paper
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G3Flow: Generative 3D Semantic Flow for Pose-aware and Generalizable Object Manipulation
Tianxing Chen, Yao Mu, Zhixuan Liang, Zanxin Chen, Shijia Peng, Qiangyu Chen, Mingkun Xu, Ruizhen Hu, Hongyuan Zhang, Xuelong Li, Ping Luo
Paper
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Janus: Decoupling visual encoding for unified multimodal understanding and generation
Chengyue Wu, Xiaokang Chen, Zhiyu Wu, Yiyang Ma, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, Chong Ruan, Ping Luo
Paper
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JiSAM: Alleviate Labeling Burden and Corner Case Problems in Autonomous Driving via Minimal Real-World Data
Runjian Chen, Wenqi Shao, Bo Zhang, Shaoshuai Shi, Li Jiang, Ping Luo
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MangaNinja: Line Art Colorization with Precise Reference Following
Zhiheng Liu, Ka Leong Cheng, Xi Chen, Jie Xiao, Hao Ouyang, Kai Zhu, Yu Liu, Yujun Shen, Qifeng Chen, Ping Luo
Paper
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NADER: Neural Architecture Design via Multi-Agent Collaboration
Zekang Yang, Wang Zeng, Sheng Jin, Chen Qian, Ping Luo, Wentao Liu
Paper
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RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins
Yao Mu, Tianxing Chen, Zanxin Chen, Shijia Peng, Zhiqian Lan, Zeyu Gao, Zhixuan Liang, Qiaojun Yu, Yude Zou, Mingkun Xu, Lunkai Lin, Zhiqiang Xie, Mingyu Ding, Ping Luo
Paper
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Parallelized Autoregressive Visual Generation
Yuqing Wang, Shuhuai Ren, Zhijie Lin, Yujin Han, Haoyuan Guo, Zhenheng Yang, Difan Zou, Jiashi Feng, Xihui Liu
PaperProject PageCode
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T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation
Kaiyue Sun, Kaiyi Huang, Xian Liu, Yue Wu, Zihan Xu, Zhenguo Li, Xihui Liu
PaperProject PageCodeLeaderBoard
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T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation
Lijun Li, Zhelun Shi, Xuhao Hu, Bowen Dong, Yiran Qin, Xihui Liu, Lu Sheng, Jing Shao
Paper
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MBQ: Modality-Balanced Quantization for Large Vision-Language Models
Shiyao Li, Yingchun Hu, Xuefei Ning, Xihui Liu, Ke Hong, xiaotao jia, Xiuhong Li, Yaqi Yan, PEI RAN, Guohao Dai, Shengen Yan, Huazhong Yang, Yu Wang
PaperCode
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MIDI: Multi-Instance Diffusion for Single Image to 3D Scene Generation
Zehuan Huang, Yuan-Chen Guo, Xingqiao An, Yunhan Yang, Yangguang Li, Zi-Xin Zou, Ding Liang, Xihui Liu, Yan-Pei Cao, Lu Sheng
PaperProject PageCode
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HMAR: Efficient Hierarchical Masked AutoRegressive Image Generation
Hermann Kumbong, Xian Liu, Tsung-Yi Lin, Ming-Yu Liu, Xihui Liu, Ziwei Liu, Daniel Y Fu, Christopher Re, David W. Romero
Paper
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Many team members make their contribution to CVPR 2025, altogether we are building a more professional community to shape the future of AI. We sincerely thank all for their service:

  • Area Chair: Ping Luo, Xihui Liu, Hongyang Li
  • Reviewer: Li Chen, Chonghao Sima