low-rank adaptation

AdaRankGrad: Adaptive Gradient Rank and Moments for Memory-Efficient LLMs Training and Fine-Tuning ICLR 2025 AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking SemEval 2025 AIRA: Activation-Informed Low-Rank Adaptation for Large Models ICCV 2025 AlignGuard: Scalable Safety Alignment for Text-to-Image Generation ICCV 2025 Alignment with Fill-In-the-Middle for Enhancing Code Generation EMNLP 2025 Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA ACL 2025 Amortized Bayesian Meta-Learning for Low-Rank Adaptation of Large Language Models EMNLP 2025 A Multi-Style Chinese Characters Writing Intelligent Tool Based on Small-scale Training Data AAAI 2025 Anak Baik: A Low-Cost Approach to Curate Indonesian Ethical and Unethical Instructions COLING 2025 Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models Interspeech 2025 An Orthogonal High-Rank Adaptation for Large Language Models EMNLP 2025 Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Model ICCV 2025 A Picture is Worth a Thousand (Correct) Captions: A Vision-Guided Judge-Corrector System for Multimodal Machine Translation AACL 2025 A Quantum Circuit-Based Compression Perspective for Parameter-Efficient Learning ICLR 2025 Are Large Brainwave Foundation Models Capable Yet ? Insights from Fine-Tuning ICML 2025 AROMA: Autonomous Rank-one Matrix Adaptation EMNLP 2025 ArtEditor: Learning Customized Instructional Image Editor from Few-Shot Examples ICCV 2025 ASER: Activation Smoothing and Error Reconstruction for Large Language Model Quantization AAAI 2025 A Shared Low-Rank Adaptation Approach to Personalized RLHF AISTATS 2025 A Study on The Impact of Foundation Models on Automatic Depression Detection from Speech Signals Interspeech 2025 Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization SemEval 2025 A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter AAAI 2025 Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks AAAI 2025 BeamLoRA: Beam-Constraint Low-Rank Adaptation ACL 2025 BeaverTalk: Oregon State University’s IWSLT 2025 Simultaneous Speech Translation System ACL 2025