conftrace_

few-shot adaptation

31 papers

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Also known as

FSA

Co-occurring keywords

few-shot learning (3398) vision-language model (2348) domain adaptation (4595) visual prompting (59) distribution shift (722) transfer learning (5449) meta reinforcement learning (24) policy adaptation (26) vision language model (767) task generalization (63)

Papers

PIKACHU: Prototypical In-context Knowledge Adaptation for Clinical Heterogeneous Usage MIDL 2026
SpidR-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation ACL 2026
Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection WACV 2026
ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models CVPR 2025
Sparsity Outperforms Low-Rank Projections in Few-Shot Adaptation ICCV 2025
Split Adaptation for Pre-trained Vision Transformers CVPR 2025
Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages CVPR 2025
Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval EMNLP 2025
AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025
AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation RSS 2024
Systematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning NAACL 2024
MoML: Online Meta Adaptation for 3D Human Motion Prediction CVPR 2024
Learning to Defer to a Population: A Meta-Learning Approach AISTATS 2024
Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models CVPR 2024
LaViP: Language-Grounded Visual Prompting AAAI 2024
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models CVPR 2024
MISGENDERED: Limits of Large Language Models in Understanding Pronouns ACL 2023
Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models ICML 2023
Meta OOD Learning For Continuously Adaptive OOD Detection ICCV 2023
Train Hard, Fight Easy: Robust Meta Reinforcement Learning NIPS 2023
PreCo: Enhancing Generalization in Co-Design of Modular Soft Robots via Brain-Body Pre-Training CORL 2023
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning CVPR 2023
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality AACL 2022
On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation NIPS 2022
Leveraging Language for Accelerated Learning of Tool Manipulation CORL 2022