StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment May 19, 2025 zero-shot-classification Zero-Shot Learning
Code Code Available Uniformity First: Uniformity-aware Test-time Adaptation of Vision-language Models against Image Corruption May 19, 2025 Knowledge Distillation Test-time Adaptation
Code Code Available GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder May 17, 2025 Diversity Zero-Shot Learning
Code Code Available Feasibility with Language Models for Open-World Compositional Zero-Shot Learning May 16, 2025 Attribute Compositional Zero-Shot Learning
— Unverified CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity May 16, 2025 Zero-Shot Learning
Code Code Available SurgPose: Generalisable Surgical Instrument Pose Estimation using Zero-Shot Learning and Stereo Vision May 16, 2025 Depth Estimation Instance Segmentation
— Unverified Advanced Crash Causation Analysis for Freeway Safety: A Large Language Model Approach to Identifying Key Contributing Factors May 15, 2025 Language Modeling Language Modelling
— Unverified ZEUS: Zero-shot Embeddings for Unsupervised Separation of Tabular Data May 15, 2025 Clustering Deep Learning
Code Code Available Human-like Cognitive Generalization for Large Models via Brain-in-the-loop Supervision May 14, 2025 Natural Language Understanding Zero-Shot Learning
— Unverified Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models May 12, 2025 Continual Learning Few-Shot Learning
— Unverified TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining May 12, 2025 Audio captioning Audio Generation
— Unverified Image Classification Using a Diffusion Model as a Pre-Training Model May 11, 2025 Contrastive Learning image-classification
— Unverified Implementing Long Text Style Transfer with LLMs through Dual-Layered Sentence and Paragraph Structure Extraction and Mapping May 11, 2025 Sentence Style Transfer
— Unverified The Pitfalls of Growing Group Complexity: LLMs and Social Choice-Based Aggregation for Group Recommendations May 8, 2025 In-Context Learning Recommendation Systems
— Unverified Exploring Zero-Shot App Review Classification with ChatGPT: Challenges and Potential May 7, 2025 Zero-Shot Learning
— Unverified CXR-AD: Component X-ray Image Dataset for Industrial Anomaly Detection May 6, 2025 Anomaly Detection Defect Detection
— Unverified Fill the Gap: Quantifying and Reducing the Modality Gap in Image-Text Representation Learning May 6, 2025 Representation Learning zero-shot-classification
— Unverified Interpretable Zero-shot Learning with Infinite Class Concepts May 6, 2025 Hallucination Zero-Shot Learning
— Unverified Advancing Email Spam Detection: Leveraging Zero-Shot Learning and Large Language Models May 5, 2025 Spam detection Traditional Spam Detection
Code Code Available Helping Large Language Models Protect Themselves: An Enhanced Filtering and Summarization System May 2, 2025 zero-shot-classification Zero-Shot Learning
— Unverified On the effectiveness of Large Language Models in the mechanical design domain May 2, 2025 Classification Sentence
Code Code Available Investigating Task Arithmetic for Zero-Shot Information Retrieval May 1, 2025 Information Retrieval Re-Ranking
Code Code Available Beyond Labels: Zero-Shot Diabetic Foot Ulcer Wound Segmentation with Self-attention Diffusion Models and the Potential for Text-Guided Customization Apr 24, 2025 Descriptive Segmentation
— Unverified Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL Apr 21, 2025 Reinforcement Learning (RL) Zero-Shot Learning
— Unverified Tell Me What You Know About Sexism: Expert-LLM Interaction Strategies and Co-Created Definitions for Zero-Shot Sexism Detection Apr 21, 2025 zero-shot-classification Zero-Shot Learning
Code Code Available Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation Apr 20, 2025 Diagnostic Image Segmentation
— Unverified RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability Apr 10, 2025 Contrastive Learning Open Vocabulary Semantic Segmentation
— Unverified MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning Apr 9, 2025 Anomaly Detection Anomaly Segmentation
— Unverified Structured Extraction of Process Structure Properties Relationships in Materials Science Apr 4, 2025 Uncertainty Quantification Zero-Shot Learning
— Unverified Refining CLIP's Spatial Awareness: A Visual-Centric Perspective Apr 3, 2025 zero-shot-classification Zero-Shot Learning
— Unverified UniFault: A Fault Diagnosis Foundation Model from Bearing Data Apr 2, 2025 Fault Detection Fault Diagnosis
— Unverified Transductive One-Shot Learning Meet Subspace Decomposition Apr 1, 2025 One-Shot Learning Zero-Shot Learning
— Unverified CIBR: Cross-modal Information Bottleneck Regularization for Robust CLIP Generalization Mar 31, 2025 Contrastive Learning image-classification
— Unverified ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model Mar 30, 2025 Domain Adaptation Language Modeling
— Unverified Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning Mar 29, 2025 Generalized Zero-Shot Learning Zero-Shot Learning
— Unverified Large Language Models are Unreliable for Cyber Threat Intelligence Mar 29, 2025 Few-Shot Learning Zero-Shot Learning
— Unverified Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning Mar 28, 2025 Binary Classification Generalized Zero-Shot Learning
— Unverified Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning Mar 25, 2025 Cross-Lingual Transfer zero-shot-classification
— Unverified fine-CLIP: Enhancing Zero-Shot Fine-Grained Surgical Action Recognition with Vision-Language Models Mar 25, 2025 Action Recognition Surgical phase recognition
— Unverified Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection Mar 21, 2025 Edge Detection Retrieval
— Unverified CAARMA: Class Augmentation with Adversarial Mixup Regularization Mar 20, 2025 Diversity Speaker Verification
— Unverified Sparseformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification Mar 19, 2025 Diagnostic Few-Shot Learning
— Unverified Semantic Segmentation of Transparent and Opaque Drinking Glasses with the Help of Zero-shot Learning Mar 19, 2025 Segmentation Semantic Segmentation
— Unverified Leveraging MoE-based Large Language Model for Zero-Shot Multi-Task Semantic Communication Mar 19, 2025 Language Modeling Language Modelling
— Unverified Bayesian Modeling of Zero-Shot Classifications for Urban Flood Detection Mar 18, 2025 Uncertainty Quantification zero-shot-classification
Code Code Available Real-Time Cell Sorting with Scalable In Situ FPGA-Accelerated Deep Learning Mar 16, 2025 Cell Detection Classification
Code Code Available TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification Mar 15, 2025 Domain Generalization image-classification
Code Code Available An experimental approach on Few Shot Class Incremental Learning Mar 14, 2025 class-incremental learning Class Incremental Learning
— Unverified Systematic Classification of Studies Investigating Social Media Conversations about Long COVID Using a Novel Zero-Shot Transformer Framework Mar 14, 2025 Zero-Shot Learning
— Unverified Zero-TIG: Temporal Consistency-Aware Zero-Shot Illumination-Guided Low-light Video Enhancement Mar 14, 2025 Denoising Image Denoising
Code Code Available 