parameter-efficient tuning

Anchoring the Judge: Curriculum-Based Adaptation and Reference-Anchored MQM for LLM-Based Machine Translation of an Unseen Low-Resource Language - A Case of Nupe EACL 2026 AntiDote: Bi-level Adversarial Training for Tamper-Resistant LLMs AAAI 2026 Chain-of-Search: Parameter-Efficient Reasoning for Zero-Shot Object Navigation AAAI 2026 CLIP's Visual Embedding Projector is a Few-shot Cornucopia WACV 2026 DeFT-LoRA: Decoupled and Fused Tuning with LoRA Experts for Universal Cross-Domain Retrieval AAAI 2026 Differentially Private Subspace Fine-Tuning for Large Language Models AAAI 2026 EfficientFSL: Enhancing Few-Shot Classification via Query-Only Tuning In Vision Transformers AAAI 2026 Exemplar-Free Class Incremental Learning via Preserving Class-Discriminative Structure CVPR 2026 Generalizing Vision-Language Models with Dedicated Prompt Guidance AAAI 2026 Hala Technical Report Building Arabic-Centric Instruction & Translation Models at Scale EACL 2026 MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation AAAI 2026 Plasticity vs. Rigidity: The Impact of Low-Rank Adapters on Reasoning on a Micro-Budget EACL 2026 The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models ACL 2026 TRACE: Textual Relevance Augmentation and Contextual Encoding for Multimodal Hate Detection AAAI 2026 Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator AAAI 2026 uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data AAAI 2026 5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks CVPR 2025 A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation EMNLP 2025 AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments CVPR 2025 AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation AACL 2025 ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models ACL 2025 Argus: A Compact and Versatile Foundation Model for Vision CVPR 2025 CodeAnubad at BLP-2025 Task 2: Efficient Bangla-to-Python Code Generation via Iterative LoRA Fine-Tuning of Gemma-2 AACL 2025 Continual Personalization for Diffusion Models ICCV 2025 Customizing Domain Adapters for Domain Generalization ICCV 2025