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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025
Rethinking Few Shot CLIP Benchmarks: A Critical Analysis in the Inductive Setting ICCV 2025
Ego-VPA: Egocentric Video Understanding with Parameter-Efficient Adaptation WACV 2025
PHATNet: A Physics-guided Haze Transfer Network for Domain-adaptive Real-world Image Dehazing ICCV 2025
KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025
Diagnosing Pretrained Models for Out-of-distribution Detection ICCV 2025
CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets WACV 2025
EmbodiedSplat: Personalized Real-to-Sim-to-Real Navigation with Gaussian Splats from a Mobile Device ICCV 2025
Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025
Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP ICCV 2025
A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning WACV 2025
SemiVisBooster: Boosting Semi-Supervised Learning for Fine-Grained Classification through Pseudo-Label Semantic Guidance ICCV 2025
Decentralized Low-Rank Fine-Tuning of Large Language Models ACL 2025
Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon ACL 2025
Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation ICCV 2025
TopoTTA: Topology-Enhanced Test-Time Adaptation for Tubular Structure Segmentation ICCV 2025
BERTastic at SemEval-2025 Task 10: State-of-the-Art Accuracy in Coarse-Grained Entity Framing for Hindi News ACL 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025
PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025
Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning ACL 2025
It’s Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ACL 2025
Dual Semantic Guidance for Open Vocabulary Semantic Segmentation CVPR 2025
LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025
DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025