conftrace_

parameter-efficient adaptation

41 papers

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Co-occurring keywords

domain adaptation (4595) vision-language model (2348) parameter-efficient fine-tuning (736) dialogue summarization (123) low-rank adaptation (560) low-resource language (2273) multimodal learning (4645) few-shot learning (3398) multilingual model (925) diffusion model (3751)

Papers

DivControl: Knowledge Diversion for Controllable Image Generation AAAI 2026
UniDiff: Parameter-Efficient Adaptation of Diffusion Models for Land Cover Classification with Multi-Modal Remotely Sensed Imagery and Sparse Annotations WACV 2026
Aligned Multi-View Scripts for Universal Chart-to-Code Generation ACL 2026
PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026
Findings of the JUST-NLP 2025 Shared Task on English-to-Hindi Legal Machine Translation AACL 2025
VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval CVPR 2025
SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models WACV 2025
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation WACV 2025
Ego-VPA: Egocentric Video Understanding with Parameter-Efficient Adaptation WACV 2025
Multilingual Clinical Dialogue Summarization and Information Extraction with Qwen-1.5B LoRA IJCNLP 2025
Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation IJCNLP 2025
DLRG at BHASHA: Task 1 (IndicGEC): A Hybrid Neurosymbolic Approach for Tamil and Malayalam Grammatical Error Correction AACL 2025
ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding EMNLP 2025
Orthogonal Finetuning Made Scalable EMNLP 2025
SAHA: Samvad AI for Healthcare Assistance AACL 2025
Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation AACL 2025
Nayana OCR: A Scalable Framework for Document OCR in Low-Resource Languages NAACL 2025
Findings of the JUST-NLP 2025 Shared Task on English-to-Hindi Legal Machine Translation IJCNLP 2025
Multilingual Clinical Dialogue Summarization and Information Extraction with Qwen-1.5B LoRA AACL 2025
UoB-NLP at SemEval-2025 Task 11: Leveraging Adapters for Multilingual and Cross-Lingual Emotion Detection ACL 2025
Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent EMNLP 2025
Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NIPS 2024
How Does In-Context Learning Help Prompt Tuning? EACL 2024
CrossTune: Black-Box Few-Shot Classification with Label Enhancement COLING 2024