Publication Distributional Pareto-Optimal Multi-Objective Reinforcement Learning Xinqiang Cai, Pushi Zhang, Li Zhao, Jiang Bian, Masashi Sugiyama, Ashley J. Llorens Neural Information Processing Systems | December 2023
Publication Mixture of Quantized Experts (MoQE): Complementary Effect of Low-bit Quantization and Robustness Young Jin Kim, Raffy Fahim, Hany Hassan Awadalla December 2023
Publication Mitigating Tail Catastrophe in Steered Database Query Optimization with Risk-Averse Contextual Bandits Mónika Farsang, Paul Mineiro, Wangda Zhang Machine Learning for Systems Workshop at 37th NeurIPS Conference | December 2023 2023, New Orleans, LA, USA
Publication MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering Mahmoud Khademi, Ziyi Yang, Felipe Vieira Frujeri, Chenguang Zhu Empirical Methods in Natural Language Processing | December 2023
Publication Aegis: Attribution of Control Plane Change Impact across Layers and Components for Cloud Systems …, Qingwei Lin 林庆维, … December 2023
Publication Task-Based MoE for Multitask Multilingual Machine Translation Hai Pham, Young Jin Kim, Subhabrata Mukherjee, David P Woodruff, Barnabas Poczos, Hany Hassan Awadalla December 2023
Publication FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization for LLMs Young Jin Kim, Rawn Henry, Raffy Fahim, Hany Hassan Awadalla December 2023
Publication Survival Instinct in Offline Reinforcement Learning Anqi Li, Dipendra Misra, Andrey Kolobov, Ching-An Cheng NeurIPS 2023 | December 2023 SPOTLIGHT
Publication Ranking LLM-Generated Loop Invariants for Program Verification Saikat Chakraborty, Shuvendu Lahiri, Sarah Fakhoury, Madan Musuvathi, Akash Lal, Aseem Rastogi, Nikhil Swamy, Rahul Sharma Empirical Methods in Natural Language Processing | December 2023 EMNLP-Findings 2023 Github Projet
Publication MuRF: Multi-Baseline Radiance Fields Haofei Xu, Anpei Chen, Yuedong Chen, Christos Sakaridis, Yulun Zhang, Marc Pollefeys, Andreas Geiger, Fisher Yu CVPR 2024 | December 2023