Publication ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos Jr-Jen Chen, Yu-Chien Liao, Hsi-Che Lin, Yu-Chu Yu, Yen-Chun Chen, Yu-Chiang Frank Wang 2024 Neural Information Processing Systems | October 2024
Publication Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity Philip Amortila, Dylan Foster, Nan Jiang, Akshay Krishnamurthy, Zakaria Mhammedi NeurIPS 2024 | October 2024
Publication DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs Lingchen Meng, Jianwei Yang, Rui Tian, Xiyang Dai, Zuxuan Wu, Jianfeng Gao, Yu-Gang Jiang 2024 Neural Information Processing Systems | October 2024
Publication Boosting Text-to-Video Generative Model with MLLMs Feedback Xun Wu, Shaohan Huang, Furu Wei October 2024
Publication A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era Fangyun Wei October 2024
Publication Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition Majeed Kazemitabaar, Jack Williams, Ian Drosos, Tovi Grossman, Austin Henley, Carina Negreanu, Advait Sarkar ACM Symposium on User Interface Software and Technology | October 2024 Project
Publication AI Should Challenge, Not Obey Advait Sarkar October 2024 CACM Cover Story Video Project Project Project
Publication Alchemy: Amplifying Theorem-Proving Capability through Symbolic Mutation Shaonan Wu, Shuai Lu, Yeyun Gong, Nan Duan, Ping Wei October 2024 October 2024
Publication FXAM: A unified and fast interpretable model for predictive analytics Yuanyuan Jiang, Rui Ding, Tianchi Qiao, Yunan Zhu, Shi Han, Dongmei Zhang Expert Systems with Applications | October 2024, Vol 252
Publication METAREFLECTION: Learning Instructions for Language Agents using Past Reflections Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares EMNLP’24 | October 2024