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

Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning AAAI 2025

ModelDiff: Symbolic Dynamic Programming for Model-Aware Policy Transfer in Deep Q-Learning AAAI 2025

Multi-Scale Graph Learning for Anti-Sparse Downscaling AAAI 2025

Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract) AAAI 2025

BERTastic at SemEval-2025 Task 10: State-of-the-Art Accuracy in Coarse-Grained Entity Framing for Hindi News SEMEVAL 2025

Unlocking LLMs’ Self-Improvement Capacity with Autonomous Learning for Domain Adaptation ACL 2025

WordWiz at SemEval-2025 Task 10: Optimizing Narrative Extraction in Multilingual News via Fine-Tuned Language Models ACL 2025

Zero_Shot at SemEval-2025 Task 11: Fine-Tuning Deep Learning and Transformer-based Models for Emotion Detection in Multi-label Classification, Intensity Estimation, and Cross-lingual Adaptation ACL 2025

Customizing Domain Adapters for Domain Generalization ICCV 2025

NUST Titans at SemEval-2025 Task 11: AfroEmo: Multilingual Emotion Detection with Adaptive Afro-XLM-R ACL 2025

Fraunhofer SIT at GenAI Detection Task 1: Adapter Fusion for AI-generated Text Detection COLING 2025

Towards a 3D Transfer-based Black-box Attack via Critical Feature Guidance ICCV 2025

DKE-Research at SemEval-2025 Task 7: A Unified Multilingual Framework for Cross-Lingual and Monolingual Retrieval with Efficient Language-specific Adaptation SEMEVAL 2025

Tiling artifacts and trade-offs of feature normalization in the segmentation of large biological images ICCV 2025

Entailed Between the Lines: Incorporating Implication into NLI ACL 2025

Drop Dropout on Single Epoch Language Model Pretraining ACL 2025

Predicting Fine-tuned Performance on Larger Datasets Before Creating Them COLING 2025

Seeing 3D Through 2D Lenses: 3D Few-Shot Class-Incremental Learning via Cross-Modal Geometric Rectification ICCV 2025

A Unified Framework to BRIDGE Complete and Incomplete Deep Multi-View Clustering under Non-IID Missing Patterns ICCV 2025

Progressive Distribution Bridging: Unsupervised Adaptation for Large-scale Pre-trained Models via Adaptive Auxiliary Data ICCV 2025

Hierarchical Divide-and-Conquer Grouping for Classification Adaptation of Pre-Trained Models ICCV 2025

M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis EMNLP 2025

NUST Titans at SemEval-2025 Task 11: AfroEmo: Multilingual Emotion Detection with Adaptive Afro-XLM-R SEMEVAL 2025

Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement ICCV 2025

Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices EMNLP 2025