parameter-efficient tuning

Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation AAAI 2025 Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025 DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder AAAI 2025 DreamRelation: Relation-Centric Video Customization ICCV 2025 DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback NAACL 2025 Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025 EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models EMNLP 2025 ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA AAAI 2025 Enhancing Large Language Model Performance with Gradient-Based Parameter Selection AAAI 2025 External Knowledge Injection for CLIP-Based Class-Incremental Learning ICCV 2025 ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning IJCAI 2025 Faster Parameter-Efficient Tuning with Token Redundancy Reduction CVPR 2025 FaST: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data EMNLP 2025 Federated Residual Low-Rank Adaptation of Large Language Models ICLR 2025 Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025 FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation CVPR 2025 Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning ACL 2025 From Holistic to Localized: Local Enhanced Adapters for Efficient Visual Instruction Fine-Tuning ICCV 2025 From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers AAAI 2025 HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis CVPR 2025 KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models NAACL 2025 Language Models Can Easily Learn to Reason from Demonstrations EMNLP 2025 Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025 Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer NAACL 2025 Large Convolutional Model Tuning via Filter Subspace ICLR 2025