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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

More is Better: Deep Domain Adaptation with Multiple Sources IJCAI 2024
Plug-and-Play Unsupervised Fault Detection and Diagnosis for Complex Industrial Monitoring IJCAI 2024
Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024
BioCLIP: A Vision Foundation Model for the Tree of Life CVPR 2024
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs EMNLP 2024
Using Large Language Models and Recruiter Expertise for Optimized Multilingual Job Offer – Applicant CV Matching IJCAI 2024
Large Language Models Can Learn Temporal Reasoning ACL 2024
Disentangling Domain and General Representations for Time Series Classification IJCAI 2024
Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation IJCAI 2024
Knowledge Fusion By Evolving Weights of Language Models ACL 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
With a Little Help from Language: Semantic Enhanced Visual Prototype Framework for Few-Shot Learning 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
Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models IJCAI 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
Model Reprogramming: Resource-Efficient Cross-Domain Machine 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
AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System AAAI 2024