An Effective Approach to Embedding Source Code by Combining Large Language and Sentence Embedding Models Sep 23, 2024 Clone Detection Domain Adaptation
— Unverified Deep learning for fast segmentation and critical dimension metrology & characterization enabling AR/VR design and fabrication Sep 20, 2024 Zero-Shot Learning
— Unverified Enhancing Synthetic Training Data for Speech Commands: From ASR-Based Filtering to Domain Adaptation in SSL Latent Space Sep 19, 2024 Automatic Speech Recognition Data Augmentation
— Unverified Benchmarking LLMs in Political Content Text-Annotation: Proof-of-Concept with Toxicity and Incivility Data Sep 15, 2024 Benchmarking text annotation
— Unverified Can Large Language Models Grasp Event Signals? Exploring Pure Zero-Shot Event-based Recognition Sep 15, 2024 Object Recognition Zero-Shot Learning
Code Code Available Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations Sep 11, 2024 Image-text Retrieval Text Retrieval
— Unverified An Art-centric perspective on AI-based content moderation of nudity Sep 10, 2024 zero-shot-classification Zero-Shot Learning
— Unverified Analysis of Socially Unacceptable Discourse with Zero-shot Learning Sep 10, 2024 text-classification Text Classification
Code Code Available Have Large Vision-Language Models Mastered Art History? Sep 5, 2024 Classification image-classification
— Unverified Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning Sep 5, 2024 Clustering Deep Clustering
— Unverified Large Language Models as Efficient Reward Function Searchers for Custom-Environment Multi-Objective Reinforcement Learning Sep 4, 2024 Long-Context Understanding Multi-Objective Reinforcement Learning
— Unverified Political DEBATE: Efficient Zero-shot and Few-shot Classifiers for Political Text Sep 3, 2024 Natural Language Inference Zero-Shot Learning
— Unverified Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignment Sep 3, 2024 Image Retrieval Retrieval
Code Code Available PoliPrompt: A High-Performance Cost-Effective LLM-Based Text Classification Framework for Political Science Sep 2, 2024 Classification Feature Engineering
— Unverified Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data Sep 2, 2024 Mortality Prediction zero-shot-classification
Code Code Available EEG-Language Modeling for Pathology Detection Sep 2, 2024 Contrastive Learning EEG
— Unverified Image-to-Lidar Relational Distillation for Autonomous Driving Data Sep 1, 2024 3D Semantic Segmentation Autonomous Driving
— Unverified RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning Aug 31, 2024 Generalized Zero-Shot Learning Transfer Learning
— Unverified Multi-label Zero-Shot Audio Classification with Temporal Attention Aug 31, 2024 Audio Classification Classification
— Unverified Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning Aug 30, 2024 Attribute Compositional Zero-Shot Learning
— Unverified Adapting Vision-Language Models to Open Classes via Test-Time Prompt Tuning Aug 29, 2024 Zero-Shot Learning
Code Code Available A Survey for Large Language Models in Biomedicine Aug 29, 2024 Diagnostic Drug Discovery
— Unverified Visual Prompt Engineering for Medical Vision Language Models in Radiology Aug 28, 2024 Classification image-classification
— Unverified Single Image Denoising via a New Lightweight Learning-Based Model Aug 28, 2024 Denoising Image Denoising
Code Code Available ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning Aug 27, 2024 Mamba Representation Learning
— Unverified Online Zero-Shot Classification with CLIP Aug 23, 2024 Classification zero-shot-classification
Code Code Available Examining the Commitments and Difficulties Inherent in Multimodal Foundation Models for Street View Imagery Aug 23, 2024 Question Answering Zero-Shot Learning
— Unverified On Class Separability Pitfalls In Audio-Text Contrastive Zero-Shot Learning Aug 23, 2024 Contrastive Learning Zero-Shot Learning
— Unverified Optimizing Performance: How Compact Models Match or Exceed GPT's Classification Capabilities through Fine-Tuning Aug 22, 2024 Sentiment Analysis text-classification
— Unverified PRG: Prompt-Based Distillation Without Annotation via Proxy Relational Graph Aug 22, 2024 zero-shot-classification Zero-Shot Learning
— Unverified FIDAVL: Fake Image Detection and Attribution using Vision-Language Model Aug 22, 2024 Attribute Fake Image Detection
Code Code Available Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning Aug 22, 2024 Multi-label zero-shot learning Zero-Shot Learning
— Unverified Memorization in In-Context Learning Aug 21, 2024 In-Context Learning Memorization
— Unverified XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays Aug 21, 2024 Binary Classification Diagnostic
Code Code Available Exploring Large Language Models for Feature Selection: A Data-centric Perspective Aug 21, 2024 Descriptive feature selection
— Unverified Enabling Small Models for Zero-Shot Selection and Reuse through Model Label Learning Aug 21, 2024 image-classification Image Classification
— Unverified A Review of Human-Object Interaction Detection Aug 20, 2024 Human-Object Interaction Detection Object
— Unverified Cross-composition Feature Disentanglement for Compositional Zero-shot Learning Aug 19, 2024 Attribute Compositional Zero-Shot Learning
— Unverified CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs Aug 19, 2024 Hallucination zero-shot-classification
— Unverified CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination Aug 18, 2024 Knowledge Distillation Transfer Learning
— Unverified TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning Aug 16, 2024 Compositional Zero-Shot Learning Zero-Shot Learning
— Unverified Navigating Data Scarcity using Foundation Models: A Benchmark of Few-Shot and Zero-Shot Learning Approaches in Medical Imaging Aug 15, 2024 Few-Shot Learning Medical Image Analysis
Code Code Available Zero-Shot Learning and Key Points Are All You Need for Automated Fact-Checking Aug 15, 2024 All Fact Checking
Code Code Available Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series Aug 12, 2024 Time Series Time Series Analysis
— Unverified A Training-Free Framework for Video License Plate Tracking and Recognition with Only One-Shot Aug 11, 2024 License Plate Detection License Plate Recognition
Code Code Available On zero-shot learning in neural state estimation of power distribution systems Aug 11, 2024 State Estimation Zero-Shot Learning
Code Code Available Efficient Test-Time Prompt Tuning for Vision-Language Models Aug 11, 2024 Contrastive Learning Prompt Learning
— Unverified Efficient and Versatile Robust Fine-Tuning of Zero-shot Models Aug 11, 2024 Cross-Modal Retrieval zero-shot-classification
— Unverified ChatGPT Meets Iris Biometrics Aug 9, 2024 Face Recognition Iris Recognition
— Unverified LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations Aug 6, 2024 Few-Shot Learning In-Context Learning
— Unverified 