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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond AAAI 2024
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment EMNLP 2024
UniAP: Towards Universal Animal Perception in Vision via Few-Shot Learning AAAI 2024
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NIPS 2024
Efficient Stitchable Task Adaptation CVPR 2024
Knowledge Enhanced Pre-training for Cross-lingual Dense Retrieval COLING 2024
ORTicket: Let One Robust BERT Ticket Transfer across Different Tasks COLING 2024
Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish NAACL 2024
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter NAACL 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024
AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System AAAI 2024
HUNTER: Unsupervised Human-centric 3D Detection via Transferring Knowledge from Synthetic Instances to Real Scenes CVPR 2024
Referee-Meta-Learning for Fast Adaptation of Locational Fairness AAAI 2024
An Interpretable Approach to the Solutions of High-Dimensional Partial Differential Equations AAAI 2024
Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships CVPR 2024
Enhanced Motion-Text Alignment for Image-to-Video Transfer Learning CVPR 2024
Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024
Multi-Label Supervised Contrastive Learning AAAI 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques SEMEVAL 2024
HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning AAAI 2024
Progressively Knowledge Distillation via Re-parameterizing Diffusion Reverse Process AAAI 2024
Model-Based Transfer Learning for Contextual Reinforcement Learning NIPS 2024
ASR TAMIL SSN@ LT-EDI-2024: Automatic Speech Recognition system for Elderly People EACL 2024
iimasNLP at SemEval-2024 Task 8: Unveiling structure-aware language models for automatic generated text identification SEMEVAL 2024
A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024