Liu, Shuming

12 publications

CVPR 2025 BOLT: Boost Large Vision-Language Model Without Training for Long-Form Video Understanding Shuming Liu, Chen Zhao, Tianqi Xu, Bernard Ghanem

CVPRW 2025 Effectiveness of Max-Pooling for Fine-Tuning CLIP on Videos Fatimah Zohra, Chen Zhao, Shuming Liu, Bernard Ghanem

CVPRW 2025 OpenTAD: A Unified Framework and Comprehensive Study of Temporal Action Detection Shuming Liu, Chen Zhao, Fatimah Zohra, Mattia Soldan, Alejandro Pardo, Mengmeng Xu, Lama Alssum, Merey Ramazanova, Juan León Alcázar, Anthony Cioppa, Silvio Giancola, Carlos Hinojosa, Bernard Ghanem

ICLR 2024 Boundary Denoising for Video Activity Localization Mengmeng Xu, Mattia Soldan, Jialin Gao, Shuming Liu, Juan-Manuel Perez-Rua, Bernard Ghanem

ECCV 2024 ColorMAE: Exploring Data-Independent Masking Strategies in Masked AutoEncoders Carlos Hinojosa, Shuming Liu, Bernard Ghanem

CVPR 2024 Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning Chen Zhao, Shuming Liu, Karttikeya Mangalam, Guocheng Qian, Fatimah Zohra, Abdulmohsen Alghannam, Jitendra Malik, Bernard Ghanem

CVPR 2024 End-to-End Temporal Action Detection with 1b Parameters Across 1000 Frames Shuming Liu, Chen-Lin Zhang, Chen Zhao, Bernard Ghanem

CVPRW 2024 Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition Hasan Abed Al Kader Hammoud, Shuming Liu, Mohammed Alkhrashi, Fahad Albalawi, Bernard Ghanem

CVPRW 2023 ETAD: Training Action Detection End to End on a Laptop Shuming Liu, Mengmeng Xu, Chen Zhao, Xu Zhao, Bernard Ghanem

NeurIPSW 2023 Mindstorms in Natural Language-Based Societies of Mind Mingchen Zhuge, Haozhe Liu, Francesco Faccio, Dylan R. Ashley, Róbert Csordás, Anand Gopalakrishnan, Abdullah Hamdi, Hasan Abed Al Kader Hammoud, Vincent Herrmann, Kazuki Irie, Louis Kirsch, Bing Li, Guohao Li, Shuming Liu, Jinjie Mai, Piotr Piękos, Aditya Ramesh, Imanol Schlag, Weimin Shi, Aleksandar Stanić, Wenyi Wang, Yuhui Wang, Mengmeng Xu, Deng-Ping Fan, Bernard Ghanem, Jürgen Schmidhuber

CVPR 2023 Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization Chen Zhao, Shuming Liu, Karttikeya Mangalam, Bernard Ghanem

IJCAI 2016 Urban Water Quality Prediction Based on Multi-Task Multi-View Learning Ye Liu, Yu Zheng, Yuxuan Liang, Shuming Liu, David S. Rosenblum