parameter-efficient adaptation

Aligned Multi-View Scripts for Universal Chart-to-Code Generation ACL 2026 AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors CVPR 2026 Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA AAAI 2026 DivControl: Knowledge Diversion for Controllable Image Generation AAAI 2026 OPRO: Orthogonal Panel-Relative Operators for Panel-Aware In-Context Image Generation CVPR 2026 PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026 UniDiff: Parameter-Efficient Adaptation of Diffusion Models for Land Cover Classification with Multi-Modal Remotely Sensed Imagery and Sparse Annotations WACV 2026 AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation WACV 2025 DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval CVPR 2025 DLRG at BHASHA: Task 1 (IndicGEC): A Hybrid Neurosymbolic Approach for Tamil and Malayalam Grammatical Error Correction AACL 2025 Ego-VPA: Egocentric Video Understanding with Parameter-Efficient Adaptation WACV 2025 Findings of the JUST-NLP 2025 Shared Task on English-to-Hindi Legal Machine Translation AACL 2025 Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent EMNLP 2025 Multilingual Clinical Dialogue Summarization and Information Extraction with Qwen-1.5B LoRA AACL 2025 Nayana OCR: A Scalable Framework for Document OCR in Low-Resource Languages NAACL 2025 Orthogonal Finetuning Made Scalable EMNLP 2025 Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation AACL 2025 SAHA: Samvad AI for Healthcare Assistance AACL 2025 SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models WACV 2025 ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding EMNLP 2025 VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025 CrossTune: Black-Box Few-Shot Classification with Label Enhancement COLING 2024 Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning CVPR 2024 How Does In-Context Learning Help Prompt Tuning? EACL 2024 HYPERTTS: Parameter Efficient Adaptation in Text to Speech Using Hypernetworks COLING 2024