Fill the Gap: Quantifying and Reducing the Modality Gap in Image-Text Representation Learning May 6, 2025 Representation Learning zero-shot-classification
— Unverified Advancing Email Spam Detection: Leveraging Zero-Shot Learning and Large Language Models May 5, 2025 Spam detection Traditional Spam Detection
Code Code Available On the effectiveness of Large Language Models in the mechanical design domain May 2, 2025 Classification Sentence
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 Investigating Task Arithmetic for Zero-Shot Information Retrieval May 1, 2025 Information Retrieval Re-Ranking
Code Code Available DeeCLIP: A Robust and Generalizable Transformer-Based Framework for Detecting AI-Generated Images Apr 28, 2025 Generative Adversarial Network parameter-efficient fine-tuning
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 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 Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL Apr 21, 2025 Reinforcement Learning (RL) Zero-Shot Learning
— Unverified 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 Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction Apr 4, 2025 Attribute Language Modeling
Code Code Available 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 GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity Recognition Apr 1, 2025 Computational Efficiency named-entity-recognition
Code Code Available SALT: A Flexible Semi-Automatic Labeling Tool for General LiDAR Point Clouds with Cross-Scene Adaptability and 4D Consistency Mar 31, 2025 Zero-Shot Learning
Code Code Available GenSwarm: Scalable Multi-Robot Code-Policy Generation and Deployment via Language Models Mar 31, 2025 Zero-Shot Learning
Code Code Available 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 fine-CLIP: Enhancing Zero-Shot Fine-Grained Surgical Action Recognition with Vision-Language Models Mar 25, 2025 Action Recognition Surgical phase recognition
— 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 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 Semantic Segmentation of Transparent and Opaque Drinking Glasses with the Help of Zero-shot Learning Mar 19, 2025 Segmentation Semantic Segmentation
— Unverified Sparseformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification Mar 19, 2025 Diagnostic Few-Shot Learning
— 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 Advancing Medical Representation Learning Through High-Quality Data Mar 18, 2025 Representation Learning 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 Leveraging Vision-Language Embeddings for Zero-Shot Learning in Histopathology Images Mar 13, 2025 Diagnostic image-classification
— Unverified ChatGPT Encounters Morphing Attack Detection: Zero-Shot MAD with Multi-Modal Large Language Models and General Vision Models Mar 13, 2025 Face Recognition MORPH
— Unverified SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning Mar 13, 2025 Word Embeddings Zero-Shot Learning
— Unverified Have LLMs Made Active Learning Obsolete? Surveying the NLP Community Mar 12, 2025 Active Learning Survey
— Unverified Lend a Hand: Semi Training-Free Cued Speech Recognition via MLLM-Driven Hand Modeling for Barrier-free Communication Mar 11, 2025 Lip Reading Prompt Engineering
Code Code Available Controlling Latent Diffusion Using Latent CLIP Mar 11, 2025 Denoising Descriptive
Code Code Available Investigating the Effectiveness of a Socratic Chain-of-Thoughts Reasoning Method for Task Planning in Robotics, A Case Study Mar 11, 2025 Code Generation Task Planning
— Unverified MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification Mar 10, 2025 Attribute image-classification
— Unverified Generative AI in Transportation Planning: A Survey Mar 10, 2025 Demand Forecasting Descriptive
— Unverified A Zero-shot Learning Method Based on Large Language Models for Multi-modal Knowledge Graph Embedding Mar 10, 2025 Cross-Lingual Transfer Graph Embedding
— Unverified DiffCLIP: Differential Attention Meets CLIP Mar 9, 2025 Language Modeling Language Modelling
Code Code Available 