출판 Datasets and Foundation Models for Landsat Imagery Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee Advances in Neural Information Processing Systems (NeurIPS 2023) | December 2023 프로젝트 프로젝트 프로젝트
출판 Parameter-Efficient Fine-Tuning of Protein Language Models Improves Prediction of Protein-Protein Interactions Samuel Sledzieski, Meghana Kshirsagar, Bonnie Berger, Rahul Dodhia, Juan M. Lavista Ferres Machine Learning for Structural Biology Workshop, NeurIPS | December 2023 프로젝트
출판 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
출판 Mixture of Quantized Experts (MoQE): Complementary Effect of Low-bit Quantization and Robustness Young Jin Kim, Raffy Fahim, Hany Hassan Awadalla December 2023
출판 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
출판 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
출판 Aegis: Attribution of Control Plane Change Impact across Layers and Components for Cloud Systems …, Qingwei Lin 林庆维, … December 2023
출판 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
출판 FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization for LLMs Young Jin Kim, Rawn Henry, Raffy Fahim, Hany Hassan Awadalla December 2023
출판 Survival Instinct in Offline Reinforcement Learning Anqi Li, Dipendra Misra, Andrey Kolobov, Ching-An Cheng NeurIPS 2023 | December 2023 SPOTLIGHT