few-shot learning

ArtEditor: Learning Customized Instructional Image Editor from Few-Shot Examples ICCV 2025 Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond IJCAI 2025 A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025 A Similarity Paradigm Through Textual Regularization Without Forgetting AAAI 2025 A Simple-but-Effective Baseline for Training-Free Class-Agnostic Counting WACV 2025 A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning AAAI 2025 Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning CVPR 2025 Attribute-formed Class-specific Concept Space: Endowing Language Bottleneck Model with Better Interpretability and Scalability CVPR 2025 Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation Interspeech 2025 Audio Deepfake Source Tracing using Multi-Attribute Open-Set Identification and Verification Interspeech 2025 Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency COLING 2025 Automatic Text Segmentation of Ancient and Historic Hebrew NAACL 2025 Auxiliary Prompt Tuning of Vision-Language Models for Few-Shot Out-of-Distribution Detection ICCV 2025 Avat3r: Large Animatable Gaussian Reconstruction Model for High-fidelity 3D Head Avatars ICCV 2025 BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition COLING 2025 Benchmarking Large Language Models for Cryptanalysis and Side-Channel Vulnerabilities EMNLP 2025 Benchmarking Query-Conditioned Natural Language Inference ACL 2025 Between the Drafts: An Evaluation Framework for Identifying Quality Improvement and Stylistic Differences in Scientific Texts AACL 2025 Beyond Demonstrations: Dynamic Vector Construction from Latent Representations EMNLP 2025 Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines ACL 2025 Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness ICLR 2025 Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes. ICCV 2025 Beyond Pixel and Object: Part Feature as Reference for Few-Shot Video Object Segmentation AAAI 2025 Beyond Single-Modal Boundary: Cross-Modal Anomaly Detection through Visual Prototype and Harmonization CVPR 2025 Bias after Prompting: Persistent Discrimination in Large Language Models EMNLP 2025