SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning Mar 13, 2025 Word Embeddings Zero-Shot Learning
— 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 Leveraging Vision-Language Embeddings for Zero-Shot Learning in Histopathology Images Mar 13, 2025 Diagnostic image-classification
— 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 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 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 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 Novel Distributed PV Power Forecasting Approach Based on Time-LLM Mar 8, 2025 Large Language Model Scheduling
— Unverified Joint 3D Point Cloud Segmentation using Real-Sim Loop: From Panels to Trees and Branches Mar 7, 2025 Instance Segmentation Point Cloud Segmentation
— Unverified Safe LLM-Controlled Robots with Formal Guarantees via Reachability Analysis Mar 5, 2025 Autonomous Navigation Navigate
Code Code Available A Zero-Shot Learning Approach for Ephemeral Gully Detection from Remote Sensing using Vision Language Models Mar 3, 2025 Transfer Learning zero-shot-classification
— Unverified OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment Mar 3, 2025 Anomaly Localization Classification
Code Code Available An Efficient and Uncertainty-aware Reinforcement Learning Framework for Quality Assurance in Extrusion Additive Manufacturing Mar 2, 2025 Q-Learning Uncertainty Quantification
— Unverified Unmasking Digital Falsehoods: A Comparative Analysis of LLM-Based Misinformation Detection Strategies Mar 2, 2025 Fact Checking Federated Learning
— Unverified Asynchronous Personalized Federated Learning through Global Memorization Mar 1, 2025 Federated Learning Memorization
— Unverified Retrieval Backward Attention without Additional Training: Enhance Embeddings of Large Language Models via Repetition Feb 28, 2025 Zero-Shot Learning
Code Code Available Visual Adaptive Prompting for Compositional Zero-Shot Learning Feb 27, 2025 Attribute Compositional Zero-Shot Learning
— Unverified Analyzing CLIP's Performance Limitations in Multi-Object Scenarios: A Controlled High-Resolution Study Feb 27, 2025 Image Generation Object
— Unverified SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning Feb 27, 2025 Diagnostic Representation Learning
— Unverified A Survey on Foundation-Model-Based Industrial Defect Detection Feb 26, 2025 Defect Detection Survey
— Unverified Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs Feb 25, 2025 Representation Learning zero-shot-classification
— Unverified Progressive Local Alignment for Medical Multimodal Pre-training Feb 25, 2025 Contrastive Learning Image-text Retrieval
— Unverified UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting Feb 25, 2025 3DGS cross-modal alignment
— Unverified Anatomical grounding pre-training for medical phrase grounding Feb 23, 2025 Phrase Grounding Zero-Shot Learning
Code Code Available SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features Feb 20, 2025 Fairness Image-text Retrieval
Code Code Available Entity Framing and Role Portrayal in the News Feb 20, 2025 Articles Sentence
— Unverified Using tournaments to calculate AUROC for zero-shot classification with LLMs Feb 20, 2025 Binary Classification Classification
— Unverified Enhancing Chest X-ray Classification through Knowledge Injection in Cross-Modality Learning Feb 19, 2025 Caption Generation Classification
— Unverified MaizeEar-SAM: Zero-Shot Maize Ear Phenotyping Feb 19, 2025 Zero-Shot Learning
Code Code Available Gesture-Aware Zero-Shot Speech Recognition for Patients with Language Disorders Feb 18, 2025 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Survey of Text Classification Under Class Distribution Shift Feb 18, 2025 Articles Continual Learning
Code Code Available Text Classification in the LLM Era - Where do we stand? Feb 17, 2025 Classification Sentiment Analysis
— Unverified Optimizing GPT for Video Understanding: Zero-Shot Performance and Prompt Engineering Feb 13, 2025 Classification Prompt Engineering
— Unverified From Haystack to Needle: Label Space Reduction for Zero-shot Classification Feb 12, 2025 Classification zero-shot-classification
— Unverified Captured by Captions: On Memorization and its Mitigation in CLIP Models Feb 11, 2025 Image Retrieval Memorization
— Unverified DCFormer: Efficient 3D Vision-Language Modeling with Decomposed Convolutions Feb 7, 2025 Anomaly Detection Image-text Retrieval
— Unverified Unraveling the Capabilities of Language Models in News Summarization Jan 30, 2025 Benchmarking Few-Shot Learning
Code Code Available Irony Detection, Reasoning and Understanding in Zero-shot Learning Jan 28, 2025 Misinformation Prompt Engineering
— Unverified Learning Primitive Relations for Compositional Zero-Shot Learning Jan 24, 2025 Compositional Zero-Shot Learning Zero-Shot Learning
— Unverified GraphSOS: Graph Sampling and Order Selection to Help LLMs Understand Graphs Better Jan 24, 2025 Graph Question Answering Graph Sampling
— Unverified Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs Jan 23, 2025 Diagnostic Few-Shot Learning
— Unverified Revisiting CLIP: Efficient Alignment of 3D MRI and Tabular Data using Domain-Specific Foundation Models Jan 23, 2025 Image Retrieval Retrieval
Code Code Available Dual-Modal Prototype Joint Learning for Compositional Zero-Shot Learning Jan 23, 2025 Compositional Zero-Shot Learning Prompt Engineering
— Unverified Separated Inter/Intra-Modal Fusion Prompts for Compositional Zero-Shot Learning Jan 22, 2025 Attribute Compositional Zero-Shot Learning
— Unverified KPL: Training-Free Medical Knowledge Mining of Vision-Language Models Jan 20, 2025 Classification image-classification
Code Code Available Exploring Transferable Homogeneous Groups for Compositional Zero-Shot Learning Jan 18, 2025 Compositional Zero-Shot Learning Representation Learning
— Unverified Double Visual Defense: Adversarial Pre-training and Instruction Tuning for Improving Vision-Language Model Robustness Jan 16, 2025 Adversarial Defense Adversarial Robustness
— Unverified Text-guided Synthetic Geometric Augmentation for Zero-shot 3D Understanding Jan 16, 2025 3D Classification Zero-shot 3D classification
— Unverified 