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Transfer Learning

510 directly classified papers

Papers per year

Papers

RATHAN@DravidianLangTech 2025: Annaparavai - Separate the Authentic Human Reviews from AI-generated one NAACL 2025
CLIP-Fusion: A Spatio-Temporal Quality Metric for Frame Interpolation WACV 2025
DSLNLP@NLU of Devanagari Script Languages 2025: Leveraging BERT-based Architectures for Language Identification, Hate Speech Detection and Target Classification COLING 2025
Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy ICCV 2025
Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation ICCV 2025
5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks CVPR 2025
Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning COLING 2025
Sam’s Fans at the Crypto Trading Challenge Task: A Threshold-Based Decision Approach Based on FinMem Framework COLING 2025
MDSBots@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using MURTweet COLING 2025
Low-Resource Interlinear Translation: Morphology-Enhanced Neural Models for Ancient Greek COLING 2025
A Regional-Level Resource-Saving Model for Winter Road Surface Snow Detection in Extreme Weathers WACV 2025
Exploration Lab IITK at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SEMEVAL 2025
An Image is Worth Multiple Words: Multi-Attribute Inversion for Constrained Text-to-Image Synthesis WACV 2025
UTSK25 at WAT2025 Patent Claims Translation/Evaluation Task IJCNLP 2025
Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings COLING 2025
DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025
FOR: Finetuning for Object Level Open Vocabulary Image Retrieval WACV 2025
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? NAACL 2025
ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025
Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models NAACL 2025
Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation NAACL 2025
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks WACV 2025
Foundation X: Integrating Classification Localization and Segmentation through Lock-Release Pretraining Strategy for Chest X-ray Analysis WACV 2025
MVMD: A Multi-View Approach for Enhanced Mirror Detection WACV 2025
MV-Adapter: Multi-View Consistent Image Generation Made Easy ICCV 2025