Transfer Learning

TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models ACL 2025 Tackling Low-Resource NMT with Instruction-Tuned LLaMA: A Study on Kokborok and Bodo EMNLP 2025 Task Shift: From Classification to Regression in Overparameterized Linear Models AISTATS 2025 TBA at BEA 2025 Shared Task: Transfer-Learning from DARE-TIES Merged Models for the Pedagogical Ability Assessment of LLM-Powered Math Tutors ACL 2025 Temporal Dynamics in Visual Data: Analyzing the Impact of Time on Classification Accuracy WACV 2025 Test-Time Adaptation with Binary Feedback ICML 2025 Test-time Correlation Alignment ICML 2025 Test-Time Prompt Tuning for Zero-Shot Depth Completion ICCV 2025 Test-Time Selective Adaptation for Uni-Modal Distribution Shift in Multi-Modal Data ICML 2025 Test-Time Training on Video Streams JMLR 2025 TextMaster: A Unified Framework for Realistic Text Editing via Glyph-Style Dual-Control ICCV 2025 Text-to-Image Synthesis for Domain Generalization in Face Anti-Spoofing WACV 2025 The Gemma Sutras: Fine-Tuning Gemma 3 for Sanskrit Sandhi Splitting EMNLP 2025 The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models ICCV 2025 The Master Key Filters Hypothesis: Deep Filters Are General AAAI 2025 Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization IJCAI 2025 Through the Valley: Path to Effective Long CoT Training for Small Language Models EMNLP 2025 Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation ACL 2025 TokAlign: Efficient Vocabulary Adaptation via Token Alignment ACL 2025 TopoTTA: Topology-Enhanced Test-Time Adaptation for Tubular Structure Segmentation ICCV 2025 Towards atypical speech transcription using LLM-based ASR Interspeech 2025 Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025 Towards Fairness Assessment of Dutch Hate Speech Detection ACL 2025 Towards Higher Effective Rank in Parameter-Efficient Fine-tuning using Khatri-Rao Product ICCV 2025 Towards Infinite-Long Prefix in Transformer EMNLP 2025