Transfer Learning

Bridging Domains with Approximately Shared Features AISTATS 2025 Bridging Knowledge Gap Between Image Inpainting and Large-Area Visible Watermark Removal AAAI 2025 Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025 byteSizedLLM@DravidianLangTech 2025: Sentiment Analysis in Tamil Using Transliteration-Aware XLM-RoBERTa and Attention-BiLSTM NAACL 2025 byteSizedLLM@NLU of Devanagari Script Languages 2025: Language Identification Using Customized Attention BiLSTM and XLM-RoBERTa base Embeddings COLING 2025 C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025 CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning AAAI 2025 Capture Global Feature Statistics for One-Shot Federated Learning AAAI 2025 Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning COLING 2025 Charm: The Missing Piece in ViT Fine-Tuning for Image Aesthetic Assessment CVPR 2025 ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement EMNLP 2025 ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025 CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025 CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025 CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025 CLIP-Fusion: A Spatio-Temporal Quality Metric for Frame Interpolation WACV 2025 Closing the Domain Gap in Manga Colorization via Aligned Paired Dataset WACV 2025 CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets WACV 2025 CoCoA-Mix: Confusion-and-Confidence-Aware Mixture Model for Context Optimization ICML 2025 COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning ICML 2025 Collaborative Semantic Consistency Alignment for Blended-Target Domain Adaptation AAAI 2025 Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications ACL 2025 CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025 CompleteMe: Reference-based Human Image Completion ICCV 2025 Composable Cross-prompt Essay Scoring by Merging Models EMNLP 2025