GLAD: Generalizable Tuning for Vision-Language Models Jul 17, 2025 Domain Generalization Few-Shot Learning
— Unverified An Enhanced Privacy-preserving Federated Few-shot Learning Framework for Respiratory Disease Diagnosis Jul 10, 2025 Diagnostic Few-Shot Learning
— Unverified Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection Jul 10, 2025 Domain Adaptation Few-Shot Learning
— Unverified Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport Jul 8, 2025 Few-Shot Learning
Code Code Available ViRefSAM: Visual Reference-Guided Segment Anything Model for Remote Sensing Segmentation Jul 3, 2025 Few-Shot Learning Segmentation
— Unverified Dynamic Context-Aware Prompt Recommendation for Domain-Specific AI Applications Jun 25, 2025 Few-Shot Learning
— Unverified Ancient Script Image Recognition and Processing: A Review Jun 24, 2025 Decipherment Few-Shot Learning
— Unverified Universal Music Representations? Evaluating Foundation Models on World Music Corpora Jun 20, 2025 Benchmarking Few-Shot Learning
Code Code Available Few-Shot Learning for Industrial Time Series: A Comparative Analysis Using the Example of Screw-Fastening Process Monitoring Jun 16, 2025 Benchmarking Few-Shot Learning
— Unverified The Sample Complexity of Parameter-Free Stochastic Convex Optimization Jun 12, 2025 Few-Shot Learning Model Selection
— Unverified Hyperbolic Dual Feature Augmentation for Open-Environment Jun 10, 2025 class-incremental learning Class Incremental Learning
— Unverified On The Impact of Merge Request Deviations on Code Review Practices Jun 10, 2025 Feature Importance Few-Shot Learning
— Unverified Variational Supervised Contrastive Learning Jun 9, 2025 Contrastive Learning Few-Shot Learning
— Unverified Multi-Distillation from Speech and Music Representation Models Jun 8, 2025 Few-Shot Learning
— Unverified From Generation to Generalization: Emergent Few-Shot Learning in Video Diffusion Models Jun 8, 2025 ARC Few-Shot Learning
— Unverified The Hippocampal Place Field Gradient: An Eigenmode Theory Linking Grid Cell Projections to Multiscale Learning Jun 5, 2025 Few-Shot Learning Hippocampus
— Unverified ViTNF: Leveraging Neural Fields to Boost Vision Transformers in Generalized Category Discovery Jun 3, 2025 Few-Shot Learning
— Unverified Overcoming Data Scarcity in Scanning Tunnelling Microscopy Image Segmentation Jun 2, 2025 Few-Shot Learning Image Segmentation
— Unverified Lightweight Relational Embedding in Task-Interpolated Few-Shot Networks for Enhanced Gastrointestinal Disease Classification May 30, 2025 Diagnostic Few-Shot Learning
— Unverified Chameleon: A MatMul-Free Temporal Convolutional Network Accelerator for End-to-End Few-Shot and Continual Learning from Sequential Data May 30, 2025 Continual Learning Few-Shot Learning
Code Code Available From Parameters to Prompts: Understanding and Mitigating the Factuality Gap between Fine-Tuned LLMs May 29, 2025 Few-Shot Learning In-Context Learning
— Unverified Hierarchical Material Recognition from Local Appearance May 28, 2025 Few-Shot Learning Graph Attention
— Unverified Large Language Models for Solving Economic Dispatch Problem May 28, 2025 Few-Shot Learning
— Unverified Improvement Strategies for Few-Shot Learning in OCT Image Classification of Rare Retinal Diseases May 26, 2025 Few-Shot Learning image-classification
— Unverified MOLE: Metadata Extraction and Validation in Scientific Papers Using LLMs May 26, 2025 Articles Few-Shot Learning
Code Code Available SaSi: A Self-augmented and Self-interpreted Deep Learning Approach for Few-shot Cryo-ET Particle Detection May 26, 2025 Electron Tomography Few-Shot Learning
— Unverified DiSa: Directional Saliency-Aware Prompt Learning for Generalizable Vision-Language Models May 26, 2025 cross-modal alignment Domain Generalization
— Unverified Clip4Retrofit: Enabling Real-Time Image Labeling on Edge Devices via Cross-Architecture CLIP Distillation May 23, 2025 Autonomous Driving cross-modal alignment
— Unverified Object-level Cross-view Geo-localization with Location Enhancement and Multi-Head Cross Attention May 23, 2025 Few-Shot Learning geo-localization
Code Code Available MetaGen Blended RAG: Higher Accuracy for Domain-Specific Q&A Without Fine-Tuning May 23, 2025 Few-Shot Learning Question Answering
Code Code Available SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images May 22, 2025 Anomaly Detection Few-Shot Learning
— Unverified Four Eyes Are Better Than Two: Harnessing the Collaborative Potential of Large Models via Differentiated Thinking and Complementary Ensembles May 22, 2025 EgoSchema Few-Shot Learning
— Unverified Beyond Linearity: Squeeze-and-Recalibrate Blocks for Few-Shot Whole Slide Image Classification May 21, 2025 Few-Shot Learning image-classification
— Unverified Large Language Models as Computable Approximations to Solomonoff Induction May 21, 2025 Few-Shot Learning In-Context Learning
— Unverified Prompt Tuning Vision Language Models with Margin Regularizer for Few-Shot Learning under Distribution Shifts May 21, 2025 Few-Shot Learning Task 2
Code Code Available FlowBERT: Prompt-tuned BERT for variable flow field prediction May 20, 2025 Dimensionality Reduction Few-Shot Learning
— Unverified Mechanistic Fine-tuning for In-context Learning May 20, 2025 Few-Shot Learning In-Context Learning
— Unverified Physics-Driven Local-Whole Elastic Deformation Modeling for Point Cloud Representation Learning May 20, 2025 Few-Shot Learning Representation Learning
— Unverified SPKLIP: Aligning Spike Video Streams with Natural Language May 19, 2025 Contrastive Learning Few-Shot Learning
— Unverified Spectral-Spatial Self-Supervised Learning for Few-Shot Hyperspectral Image Classification May 18, 2025 Classification Of Hyperspectral Images Diversity
Code Code Available AdaptMol: Adaptive Fusion from Sequence String to Topological Structure for Few-shot Drug Discovery May 17, 2025 Drug Discovery Few-Shot Learning
— Unverified Evolution imposes an inductive bias that alters and accelerates learning dynamics May 15, 2025 Few-Shot Learning Inductive Bias
— Unverified Logos as a Well-Tempered Pre-train for Sign Language Recognition May 15, 2025 Few-Shot Learning Sign Language Recognition
— Unverified Few-Shot Learning of Visual Compositional Concepts through Probabilistic Schema Induction May 14, 2025 Deep Learning Few-Shot Learning
— Unverified Recent Advances in Medical Imaging Segmentation: A Survey May 14, 2025 Domain Adaptation Few-Shot Learning
Code Code Available Federated Large Language Models: Feasibility, Robustness, Security and Future Directions May 13, 2025 Federated Learning Few-Shot Learning
— Unverified FAD: Frequency Adaptation and Diversion for Cross-domain Few-shot Learning May 13, 2025 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Few-shot Novel Category Discovery May 13, 2025 Clustering Few-Shot Learning
Code Code Available Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning May 12, 2025 Few-Shot Learning
— Unverified Generative Pre-trained Autoregressive Diffusion Transformer May 12, 2025 Few-Shot Learning Video Generation
— Unverified 