transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 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

Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024

TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024

Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective AISTATS 2024

Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024

Multi-Label Supervised Contrastive Learning AAAI 2024

Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation CVPR 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

A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024

Transformer as Linear Expansion of Learngene AAAI 2024

Exploring Vision Transformers for 3D Human Motion-Language Models with Motion Patches CVPR 2024

Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning AAAI 2024

Understanding and Leveraging the Learning Phases of Neural Networks AAAI 2024

With a Little Help from Language: Semantic Enhanced Visual Prototype Framework for Few-Shot Learning IJCAI 2024

FakeSound: Deepfake General Audio Detection INTERSPEECH 2024

Knowledge Distillation from Monolingual to Multilingual Models for Intelligent and Interpretable Multilingual Emotion Detection ACL 2024

A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives EMNLP 2024

One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems AAAI 2024

Cooperative Knowledge Distillation: A Learner Agnostic Approach AAAI 2024

MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning WACV 2024

FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing AAAI 2024