Transfer Learning

CLIP-Guided Federated Learning on Heterogeneity and Long-Tailed Data AAAI 2024 CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding ICLR 2024 Cloud Object Detector Adaptation by Integrating Different Source Knowledge NeurIPS 2024 Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers NeurIPS 2024 CMU’s IWSLT 2024 Simultaneous Speech Translation System ACL 2024 CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation EMNLP 2024 Collaborative Learning across Heterogeneous Systems with Pre-Trained Models AAAI 2024 CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions EMNLP 2024 Comparing Tools for Sentiment Analysis of Danish Literature from Hymns to Fairy Tales: Low-Resource Language and Domain Challenges ACL 2024 Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees AAAI 2024 Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models NeurIPS 2024 Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024 Concept-skill Transferability-based Data Selection for Large Vision-Language Models EMNLP 2024 Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models ICML 2024 Context is Environment ICLR 2024 Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning AAAI 2024 Continued Pre-training on Sentence Analogies for Translation with Small Data COLING 2024 Cooperative Knowledge Distillation: A Learner Agnostic Approach AAAI 2024 CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NeurIPS 2024 Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective EMNLP 2024 Cross-Lingual Knowledge Editing in Large Language Models ACL 2024 Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering AAAI 2024 Cross-modal Representation Flattening for Multi-modal Domain Generalization NeurIPS 2024 Cross-model Control: Improving Multiple Large Language Models in One-time Training NeurIPS 2024 Cross-Problem Learning for Solving Vehicle Routing Problems IJCAI 2024