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• Personalized Reinforcement Learning with a Budget of Policies

  Dmitry Ivanov, Omer Ben-Porat

  12735-12743

  2024-03-24

• Robust Policy Learning via Offline Skill Diffusion

  Woo Kyung Kim, Minjong Yoo, Honguk Woo

  13177-13184

  2024-03-24

• Improved Bandits in Many-to-One Matching Markets with Incentive Compatibility

  Fang Kong, Shuai Li

  13256-13264

  2024-03-24

• OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models

  Changhun Lee, Jungyu Jin, Taesu Kim, Hyungjun Kim, Eunhyeok Park

  13355-13364

  2024-03-24

• FedNS: A Fast Sketching Newton-Type Algorithm for Federated Learning

  Jian Li, Yong Liu, Weiping Wang

  13509-13517

  2024-03-24

• One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training

  Lianbo Ma, Yuee Zhou, Jianlun Ma, Guo Yu, Qing Li

  14246-14254

  2024-03-24

• Multi-Objective Bayesian Optimization with Active Preference Learning

  Ryota Ozaki, Kazuki Ishikawa, Youhei Kanzaki, Shion Takeno, Ichiro Takeuchi, Masayuki Karasuyama

  14490-14498

  2024-03-24

• Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization

  Jiahao Qiu, Hui Yuan, Jinghong Zhang, Wentao Chen, Huazheng Wang, Mengdi Wang

  14686-14694

  2024-03-24

• Towards Multi-Mode Outlier Robust Tensor Ring Decomposition

  Yuning Qiu, Guoxu Zhou, Andong Wang, Zhenhao Huang, Qibin Zhao

  14713-14721

  2024-03-24

• SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation

  Sangwoo Shin, Minjong Yoo, Jeongwoo Lee, Honguk Woo

  15000-15008

  2024-03-24

• Non-exemplar Domain Incremental Object Detection via Learning Domain Bias

  Xiang Song, Yuhang He, Songlin Dong, Yihong Gong

  15056-15065

  2024-03-24

• Parameterized Projected Bellman Operator

  Théo Vincent, Alberto Maria Metelli, Boris Belousov, Jan Peters, Marcello Restelli, Carlo D'Eramo

  15402-15410

  2024-03-24

• Generative Model-Based Feature Knowledge Distillation for Action Recognition

  Guiqin Wang, Peng Zhao, Yanjiang Shi, Cong Zhao, Shusen Yang

  15474-15482

  2024-03-24

• AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries

  Runqi Wang, Huixin Sun, Linlin Yang, Shaohui Lin, Chuanjian Liu, Yan Gao, Yao Hu, Baochang Zhang

  15598-15606

  2024-03-24

• MoDE: A Mixture-of-Experts Model with Mutual Distillation among the Experts

  Zhitian Xie, Yinger Zhang, Chenyi Zhuang, Qitao Shi, Zhining Liu, Jinjie Gu, Guannan Zhang

  16067-16075

  2024-03-24

• Leveraging Normalization Layer in Adapters with Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning

  YongJin Yang, Taehyeon Kim, Se-Young Yun

  16370-16378

  2024-03-24

• VQ-FONT: Few-Shot Font Generation with Structure-Aware Enhancement and Quantization

  Mingshuai Yao, Yabo Zhang, Xianhui Lin, Xiaoming Li, Wangmeng Zuo

  16407-16415

  2024-03-24

• Risk-Conditioned Reinforcement Learning: A Generalized Approach for Adapting to Varying Risk Measures

  Gwangpyo Yoo, Jinwoo Park, Honguk Woo

  16513-16521

  2024-03-24

• MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks

  Zhiyu Zhu, Huaming Chen, Jiayu Zhang, Xinyi Wang, Zhibo Jin, Minhui Xue, Dongxiao Zhu, Kim-Kwang Raymond Choo

  17228-17236

  2024-03-24

• RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning

  Jingdi Chen, Tian Lan, Carlee Joe-Wong

  17327-17336

  2024-03-24

• Learning Multi-Object Positional Relationships via Emergent Communication

  Yicheng Feng, Boshi An, Zongqing Lu

  17371-17379

  2024-03-24

• Memory Asymmetry Creates Heteroclinic Orbits to Nash Equilibrium in Learning in Zero-Sum Games

  Yuma Fujimoto, Kaito Ariu, Kenshi Abe

  17398-17406

  2024-03-24

• Learning in Online Principal-Agent Interactions: The Power of Menus

  Minbiao Han, Michael Albert, Haifeng Xu

  17426-17434

  2024-03-24

• ConcaveQ: Non-monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning

  Huiqun Li, Hanhan Zhou, Yifei Zou, Dongxiao Yu, Tian Lan

  17461-17468

  2024-03-24

• Minimum Coverage Sets for Training Robust Ad Hoc Teamwork Agents

  Muhammad Rahman, Jiaxun Cui, Peter Stone

  17523-17530

  2024-03-24