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2020 – today
- 2025
[c10]Ziyang Wang, Shoubin Yu, Elias Stengel-Eskin, Jaehong Yoon, Feng Cheng, Gedas Bertasius, Mohit Bansal:
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos. CVPR 2025: 3272-3283- [c9]Andong Deng, Tongjia Chen, Shoubin Yu, Taojiannan Yang, Lincoln Spencer, Yapeng Tian, Ajmal Saeed Mian, Mohit Bansal, Chen Chen:
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level. CVPR 2025: 8625-8636 - [c8]Zun Wang, Jialu Li, Yicong Hong, Songze Li, Kunchang Li, Shoubin Yu, Yi Wang, Yu Qiao, Yali Wang, Mohit Bansal, Limin Wang:
Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel. ICLR 2025 - [c7]Jaehong Yoon, Shoubin Yu, Vaidehi Patil, Huaxiu Yao, Mohit Bansal:
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation. ICLR 2025 - [c6]Shoubin Yu, Jaehong Yoon, Mohit Bansal:
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion. ICLR 2025 - [c5]Nithin Sivakumaran
, Chia-Yu Yang, Abhay Zala, Shoubin Yu, Daeun Hong, Xiaotian Zou, Elias Stengel-Eskin, Dan Carpenter, Wookhee Min, Cindy E. Hmelo-Silver, Jonathan P. Rowe, James C. Lester, Mohit Bansal:
A Multimodal Classroom Video Question-Answering Framework for Automated Understanding of Collaborative Learning. ICMI 2025: 516-525 - [i17]Shoubin Yu, Difan Liu, Ziqiao Ma, Yicong Hong, Yang Zhou, Hao Tan, Joyce Chai, Mohit Bansal:
VEGGIE: Instructional Editing and Reasoning of Video Concepts with Grounded Generation. CoRR abs/2503.14350 (2025) - [i16]Jialu Li, Shoubin Yu, Han Lin, Jaemin Cho, Jaehong Yoon, Mohit Bansal:
Training-free Guidance in Text-to-Video Generation via Multimodal Planning and Structured Noise Initialization. CoRR abs/2504.08641 (2025) - [i15]Emmanouil Zaranis, António Farinhas, Saul José Rodrigues dos Santos, Beatriz Canaverde, Miguel Moura Ramos, Aditya K. Surikuchi, André Viveiros, Baohao Liao, Elena Belén Bueno-Benito, Nithin Sivakumaran, Pavlo Vasylenko, Shoubin Yu, Sonal Sannigrahi, Wafaa Mohammed, Ben Peters, Danae Sánchez Villegas, Elias Stengel-Eskin, Giuseppe Attanasio, Jaehong Yoon, Stella Frank, Alessandro Suglia, Chrysoula Zerva, Desmond Elliott, Mariella Dimiccoli, Mohit Bansal, Oswald Lanz, Raffaella Bernardi, Raquel Fernández, Sandro Pezzelle, Vlad Niculae, André F. T. Martins:
Movie Facts and Fibs (MF2): A Benchmark for Long Movie Understanding. CoRR abs/2506.06275 (2025) - [i14]Shoubin Yu, Yue Zhang, Ziyang Wang, Jaehong Yoon, Mohit Bansal:
MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation. CoRR abs/2506.17113 (2025) - [i13]Ziqiao Ma, Xuweiyi Chen, Shoubin Yu, Sai Bi, Kai Zhang, Ziwen Chen, Sihan Xu, Jianing Yang, Zexiang Xu, Kalyan Sunkavalli, Mohit Bansal, Joyce Chai, Hao Tan:
4D-LRM: Large Space-Time Reconstruction Model From and To Any View at Any Time. CoRR abs/2506.18890 (2025) - [i12]Ziyang Wang, Jaehong Yoon, Shoubin Yu, Md Mohaiminul Islam, Gedas Bertasius, Mohit Bansal:
Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning. CoRR abs/2507.06485 (2025) - [i11]Andong Deng, Taojiannan Yang, Shoubin Yu, Lincoln Spencer, Mohit Bansal, Chen Chen, Serena Yeung-Levy, Xiaohan Wang:
SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models. CoRR abs/2510.08559 (2025) - 2024
- [j1]Shoubin Yu, Zhongyin Zhao, Haoshu Fang, Andong Deng, Haisheng Su, Dongliang Wang, Weihao Gan, Cewu Lu, Wei Wu:
Regularity Learning via Explicit Distribution Modeling for Skeletal Video Anomaly Detection. IEEE Trans. Circuits Syst. Video Technol. 34(8): 6661-6673 (2024) - [c4]Ce Zhang, Taixi Lu, Md Mohaiminul Islam, Ziyang Wang, Shoubin Yu, Mohit Bansal, Gedas Bertasius:
A Simple LLM Framework for Long-Range Video Question-Answering. EMNLP 2024: 21715-21737 - [c3]Shoubin Yu, Jacob Zhiyuan Fang, Jian Zheng, Gunnar A. Sigurdsson, Vicente Ordonez, Robinson Piramuthu, Mohit Bansal:
Zero-Shot Controllable Image-to-Video Animation via Motion Decomposition. ACM Multimedia 2024: 3332-3341 - [i10]Shoubin Yu, Jaehong Yoon, Mohit Bansal:
CREMA: Multimodal Compositional Video Reasoning via Efficient Modular Adaptation and Fusion. CoRR abs/2402.05889 (2024) - [i9]Bo Wu, Shoubin Yu, Zhenfang Chen, Joshua B. Tenenbaum, Chuang Gan:
STAR: A Benchmark for Situated Reasoning in Real-World Videos. CoRR abs/2405.09711 (2024) - [i8]Jaehong Yoon, Shoubin Yu, Mohit Bansal:
RACCooN: Remove, Add, and Change Video Content with Auto-Generated Narratives. CoRR abs/2405.18406 (2024) - [i7]Ziyang Wang, Shoubin Yu, Elias Stengel-Eskin, Jaehong Yoon, Feng Cheng, Gedas Bertasius, Mohit Bansal:
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos. CoRR abs/2405.19209 (2024) - [i6]Jaehong Yoon, Shoubin Yu, Vaidehi Patil, Huaxiu Yao, Mohit Bansal:
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation. CoRR abs/2410.12761 (2024) - [i5]Andong Deng, Tongjia Chen, Shoubin Yu, Taojiannan Yang, Lincoln Spencer, Yapeng Tian, Ajmal Saeed Mian, Mohit Bansal, Chen Chen:
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level. CoRR abs/2411.09921 (2024) - [i4]Zun Wang, Jialu Li, Yicong Hong, Songze Li, Kunchang Li, Shoubin Yu, Yi Wang, Yu Qiao, Yali Wang, Mohit Bansal, Limin Wang:
Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel. CoRR abs/2412.08467 (2024) - 2023
- [c2]Shoubin Yu, Jaemin Cho, Prateek Yadav, Mohit Bansal:
Self-Chained Image-Language Model for Video Localization and Question Answering. NeurIPS 2023 - [i3]Shoubin Yu, Jaemin Cho, Prateek Yadav, Mohit Bansal:
Self-Chained Image-Language Model for Video Localization and Question Answering. CoRR abs/2305.06988 (2023) - [i2]Ce Zhang, Taixi Lu, Md Mohaiminul Islam, Ziyang Wang, Shoubin Yu, Mohit Bansal, Gedas Bertasius:
A Simple LLM Framework for Long-Range Video Question-Answering. CoRR abs/2312.17235 (2023) - 2021
- [c1]Bo Wu, Shoubin Yu, Zhenfang Chen, Josh Tenenbaum, Chuang Gan:
STAR: A Benchmark for Situated Reasoning in Real-World Videos. NeurIPS Datasets and Benchmarks 2021 - [i1]Shoubin Yu, Zhongyin Zhao, Haoshu Fang, Andong Deng, Haisheng Su, Dongliang Wang, Weihao Gan, Cewu Lu, Wei Wu:
Regularity Learning via Explicit Distribution Modeling for Skeletal Video Anomaly Detection. CoRR abs/2112.03649 (2021)
Coauthor Index
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