Transfer Learning

ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and Spotting CVPR 2024 Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation NeurIPS 2024 Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff NeurIPS 2024 Off-Policy Selection for Initiating Human-Centric Experimental Design NeurIPS 2024 Okay, Let’s Do This! Modeling Event Coreference with Generated Rationales and Knowledge Distillation NAACL 2024 OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning CVPR 2024 On Affine Homotopy between Language Encoders NeurIPS 2024 Once and for All: Universal Transferable Adversarial Perturbation against Deep Hashing-Based Facial Image Retrieval AAAI 2024 One For All: Towards Training One Graph Model For All Classification Tasks ICLR 2024 One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models ICLR 2024 On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion NeurIPS 2024 On Instruction-Finetuning Neural Machine Translation Models EMNLP 2024 Online Transfer and Adaptation of Tactile Skill: A Teleoperation Framework CoRL 2024 On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift NeurIPS 2024 On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning ICML 2024 On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm ICML 2024 On the Generalization Ability of Unsupervised Pretraining AISTATS 2024 On the Performance of Empirical Risk Minimization with Smoothed Data COLT 2024 On Training Data Influence of GPT Models EMNLP 2024 OpenChat: Advancing Open-source Language Models with Mixed-Quality Data ICLR 2024 OpenGraph: Towards Open Graph Foundation Models EMNLP 2024 Optimal Algorithms for Learning Partitions with Faulty Oracles NeurIPS 2024 Optimal Multi-Distribution Learning COLT 2024 Optimizing Chinese Lexical Simplification Across Word Types: A Hybrid Approach EMNLP 2024 Optimizing Language Augmentation for Multilingual Large Language Models: A Case Study on Korean COLING 2024