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

Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation IJCAI 2024

Knowledge Fusion By Evolving Weights of Language Models ACL 2024

Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024

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

Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models IJCAI 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

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

UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt COLING 2024

The Impact of Geometric Complexity on Neural Collapse in Transfer Learning NIPS 2024

Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024

Empowering Time Series Analysis with Large Language Models: A Survey IJCAI 2024

Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages ACL 2024

FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation WACV 2024

Continued Pre-training on Sentence Analogies for Translation with Small Data COLING 2024

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

Differentially Private Video Activity Recognition WACV 2024

Self-Supervised Learning With Masked Autoencoders for Teeth Segmentation From Intra-Oral 3D Scans WACV 2024

Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings COLING 2024

Multi-Label Supervised Contrastive Learning AAAI 2024

A One-Shot Learning Approach To Document Layout Segmentation of Ancient Arabic Manuscripts WACV 2024

WildlifeDatasets: An Open-Source Toolkit for Animal Re-Identification WACV 2024

Transferring BERT Capabilities from High-Resource to Low-Resource Languages Using Vocabulary Matching COLING 2024

Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models EMNLP 2024