Improving Predictor Reliability with Selective Recalibration Oct 7, 2024 zero-shot-classification Zero-Shot Learning
— Unverified Crafting Narrative Closures: Zero-Shot Learning with SSM Mamba for Short Story Ending Generation Oct 4, 2024 Mamba Sentence
— Unverified Enhanced Transformer architecture for in-context learning of dynamical systems Oct 4, 2024 In-Context Learning Zero-Shot Learning
Code Code Available An Evaluation of Large Pre-Trained Models for Gesture Recognition using Synthetic Videos Oct 3, 2024 Classification Gesture Recognition
— Unverified Toward Zero-Shot Learning for Visual Dehazing of Urological Surgical Robots Oct 2, 2024 Zero-Shot Learning
Code Code Available Toward a Holistic Evaluation of Robustness in CLIP Models Oct 2, 2024 Classification Out-of-Distribution Detection
— Unverified AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment Oct 2, 2024 Self-Supervised Learning zero-shot-classification
Code Code Available Coordinate-Based Neural Representation Enabling Zero-Shot Learning for 3D Multiparametric Quantitative MRI Oct 2, 2024 Quantitative MRI Zero-Shot Learning
— Unverified NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion Models Oct 1, 2024 Contrastive Learning EEG
Code Code Available Zero-Shot Classification of Crisis Tweets Using Instruction-Finetuned Large Language Models Sep 30, 2024 Classification Disaster Response
— Unverified From Unimodal to Multimodal: Scaling up Projectors to Align Modalities Sep 28, 2024 Image-text Retrieval Semantic Similarity
Code Code Available CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning Sep 26, 2024 backdoor defense Contrastive Learning
— Unverified NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes Sep 26, 2024 2-task Classification 4-task Classification
Code Code Available Pruning Multilingual Large Language Models for Multilingual Inference Sep 25, 2024 Translation Zero-Shot Learning
Code Code Available Task-oriented Prompt Enhancement via Script Generation Sep 24, 2024 Code Generation Script Generation
— Unverified Zero-shot forecasting of chaotic systems Sep 24, 2024 Attribute In-Context Learning
Code Code Available For Overall Nighttime Visibility: Integrate Irregular Glow Removal With Glow-Aware Enhancement Sep 23, 2024 Flare Removal Image Enhancement
Code Code Available 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 Agricultural Environment Perception via Active Vision and Zero-Shot Learning Sep 19, 2024 3D Reconstruction Zero-Shot Learning
Code Code Available 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 Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning Sep 5, 2024 Clustering Deep Clustering
— Unverified Have Large Vision-Language Models Mastered Art History? Sep 5, 2024 Classification image-classification
— 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 Boosting Vision-Language Models for Histopathology Classification: Predict all at once Sep 3, 2024 All zero-shot-classification
Code Code Available EEG-Language Modeling for Pathology Detection Sep 2, 2024 Contrastive Learning EEG
— 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 PoliPrompt: A High-Performance Cost-Effective LLM-Based Text Classification Framework for Political Science Sep 2, 2024 Classification Feature Engineering
— Unverified Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification Sep 1, 2024 Scene Classification Transductive Zero-Shot Classification
Code Code Available Image-to-Lidar Relational Distillation for Autonomous Driving Data Sep 1, 2024 3D Semantic Segmentation Autonomous Driving
— Unverified Multi-label Zero-Shot Audio Classification with Temporal Attention Aug 31, 2024 Audio Classification Classification
— Unverified RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning Aug 31, 2024 Generalized Zero-Shot Learning Transfer Learning
— Unverified Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning Aug 30, 2024 Attribute Compositional Zero-Shot Learning
— Unverified A Survey for Large Language Models in Biomedicine Aug 29, 2024 Diagnostic Drug Discovery
— Unverified MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at Scale Aug 29, 2024 Deep Reinforcement Learning Imitation Learning
Code Code Available Adapting Vision-Language Models to Open Classes via Test-Time Prompt Tuning Aug 29, 2024 Zero-Shot Learning
Code Code Available Single Image Denoising via a New Lightweight Learning-Based Model Aug 28, 2024 Denoising Image Denoising
Code Code Available Visual Prompt Engineering for Medical Vision Language Models in Radiology Aug 28, 2024 Classification image-classification
— Unverified ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning Aug 27, 2024 Mamba Representation Learning
— Unverified LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings Aug 25, 2024 Language Modelling Link Prediction
Code Code Available Online Zero-Shot Classification with CLIP Aug 23, 2024 Classification zero-shot-classification
Code Code Available On Class Separability Pitfalls In Audio-Text Contrastive Zero-Shot Learning Aug 23, 2024 Contrastive Learning Zero-Shot Learning
— Unverified Examining the Commitments and Difficulties Inherent in Multimodal Foundation Models for Street View Imagery Aug 23, 2024 Question Answering Zero-Shot Learning
— Unverified 