Papers
A Unified Principle of Pessimism for Offline Reinforcement Learning under Model Mismatch
Yue Wang, Zhongchang Sun, Shaofeng Zou
Unified Demonstration Retriever for In-Context Learning
Xiaonan Li, Kai Lv, Hang Yan et al.
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
Alexander H. Liu, Sang-gil Lee, Chao-Han Huck Yang et al.
A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback
Kihyun Kim, Jiawei Zhang, Asuman E. Ozdaglar et al.
A Unified Convergence Analysis for Semi-Decentralized Learning: Sampled-to-Sampled vs. Sampled-to-All Communication
Angelo Rodio, Giovanni Neglia, Zheng Chen et al.
Learning a Unified Policy for Position and Force Control in Legged Loco-Manipulation
Peiyuan Zhi, Peiyang Li, Jianqin Yin et al.
A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining
Shweta Yadav, Asif Ekbal, Sriparna Saha et al.
Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning
Yutao Mou, Keqing He, Yanan Wu et al.
Cross-Linked Unified Embedding for cross-modality representation learning
Xinming Tu, Zhi-Jie Cao, xia chenrui et al.
A Unified Framework for Heterogeneous Semi-supervised Learning
Marzi Heidari, Abdullah Alchihabi, Hao Yan et al.
PARL: A Unified Framework for Policy Alignment in Reinforcement Learning from Human Feedback
Souradip Chakraborty, Amrit Bedi, Alec Koppel et al.
A Unified Framework for Generalization Error Analysis of Learning with Arbitrary Discrete Weak Features
Kosuke Sugiyama, Masato Uchida
Equivalence is All: A Unified View for Self-supervised Graph Learning
Yejiang Wang, Yuhai Zhao, Zhengkui Wang et al.
Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data
Yanyong Huang, Zongxin Shen, Tianrui Li et al.
RegionAligner: Bridging Ego-Exo Views for Object Correspondence via Unified Text-Visual Learning
Yuhao Su, Ehsan Elhamifar
Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation.
Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus et al.
A Unified Framework for the Generation of Glottal Signals in Deep Learning-based Parametric Speech Synthesis Systems
Min-Jae Hwang, Eunwoo Song, Jin-Seob Kim et al.
A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning
Long Yang, Minhao Shi, Qian Zheng et al.
EventBind: Learning a Unified Representation to Bind Them All for Event-based Open-world Understanding
jiazhou zhou, Xu Zheng, Yuanhuiyi Lyu et al.
z-SignFedAvg: A Unified Stochastic Sign-Based Compression for Federated Learning
Zhiwei Tang, Yanmeng Wang, Tsung-Hui Chang
A Unified Representation and a Decoupled Deep Learning Architecture for Argumentation Mining of Students’ Persuasive Essays
Muhammad Tawsif Sazid, Robert E. Mercer
MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception
Wenzhuo Liu, Wenshuo Wang, Yicheng Qiao et al.
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery
Yutao Mou, Keqing He, Pei Wang et al.
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5
Chengwei Qin, Shafiq Joty
UniFormer: Unified Transformer for Efficient Spatial-Temporal Representation Learning
Kunchang Li, Yali Wang, Gao Peng et al.