Transfer Learning

Offline Imitation Learning with Suboptimal Demonstrations via Relaxed Distribution Matching AAAI 2023 Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes ICLR 2023 Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient ICLR 2023 Omnidirectional Information Gathering for Knowledge Transfer-Based Audio-Visual Navigation ICCV 2023 Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning EMNLP 2023 On Dataset Transferability in Active Learning for Transformers ACL 2023 One Fits All: Power General Time Series Analysis by Pretrained LM NeurIPS 2023 One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer EMNLP 2023 One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER IJCAI 2023 One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning ACL 2023 One Policy to Dress Them All: Learning to Dress People with Diverse Poses and Garments RSS 2023 One-Shot Generative Domain Adaptation ICCV 2023 One Transformer Can Understand Both 2D & 3D Molecular Data ICLR 2023 On Experiments of Detecting Persuasion Techniques in Polish and Russian Online News: Preliminary Study EACL 2023 On Learning Latent Models with Multi-Instance Weak Supervision NeurIPS 2023 Online Clustering of Bandits with Misspecified User Models NeurIPS 2023 Online Learning for Traffic Navigation in Congested Networks ALT 2023 Online Prototype Alignment for Few-shot Policy Transfer ICML 2023 Online Punctuation Restoration using ELECTRA Model for streaming ASR Systems Interspeech 2023 On Prefix-tuning for Lightweight Out-of-distribution Detection ACL 2023 On the Compositional Generalization in Versatile Open-domain Dialogue ACL 2023 On the Constrained Time-Series Generation Problem NeurIPS 2023 On the Effectiveness of Parameter-Efficient Fine-Tuning AAAI 2023 On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning ICLR 2023 On-the-Fly Adapting Code Summarization on Trainable Cost-Effective Language Models NeurIPS 2023