Generate, Transduct, Adapt: Iterative Transduction with VLMs Jan 10, 2025 Attribute Transductive Learning
— Unverified Explore Activation Sparsity in Recurrent LLMs for Energy-Efficient Neuromorphic Computing Jan 9, 2025 Zero-Shot Learning
Code Code Available Towards a scalable AI-driven framework for data-independent Cyber Threat Intelligence Information Extraction Jan 8, 2025 Relation Extraction Zero-Shot Learning
— Unverified A Statistical Theory of Contrastive Pre-training and Multimodal Generative AI Jan 8, 2025 zero-shot-classification Zero-Shot Learning
Code Code Available Hidden Entity Detection from GitHub Leveraging Large Language Models Jan 8, 2025 Few-Shot Learning named-entity-recognition
Code Code Available Bridged Semantic Alignment for Zero-shot 3D Medical Image Diagnosis Jan 7, 2025 Computed Tomography (CT) Large Language Model
— Unverified Advanced Machine Learning Techniques for Social Support Detection on Social Media Jan 6, 2025 Zero-Shot Learning
— Unverified Holistic Semantic Representation for Navigational Trajectory Generation Jan 6, 2025 Few-Shot Learning Zero-Shot Learning
Code Code Available Gaussian Masked Autoencoders Jan 6, 2025 Edge Detection Representation Learning
— Unverified A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges Jan 4, 2025 Fairness Hallucination
Code Code Available LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries Jan 3, 2025 Hallucination zero-shot-classification
— Unverified Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid Discrimination Framework for Compositional Zero-Shot Learning Jan 1, 2025 Action Recognition Attribute
— Unverified Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation Jan 1, 2025 Classification cross-modal alignment
— Unverified Open-World Objectness Modeling Unifies Novel Object Detection Jan 1, 2025 Novel Object Detection object-detection
— Unverified Cross-Modal 3D Representation with Multi-View Images and Point Clouds Jan 1, 2025 Autonomous Driving Cross-Modal Retrieval
— Unverified LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning Jan 1, 2025 Attribute Compositional Zero-Shot Learning
— Unverified LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models Dec 31, 2024 Medical Question Answering MedQA
— Unverified TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting Dec 30, 2024 RAG Retrieval
— Unverified Improved Feature Generating Framework for Transductive Zero-shot Learning Dec 24, 2024 regression Zero-Shot Learning
— Unverified CARL-GT: Evaluating Causal Reasoning Capabilities of Large Language Models Dec 23, 2024 Decision Making Math
Code Code Available Discriminative Image Generation with Diffusion Models for Zero-Shot Learning Dec 23, 2024 Image Generation Zero-Shot Learning
— Unverified Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio Dec 23, 2024 Contrastive Learning Prompt Learning
— Unverified Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees Dec 21, 2024 Graph Neural Network In-Context Learning
Code Code Available DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment Dec 20, 2024 Open Vocabulary Semantic Segmentation Open-Vocabulary Semantic Segmentation
Code Code Available Counterexample Guided Program Repair Using Zero-Shot Learning and MaxSAT-based Fault Localization Dec 19, 2024 Fault localization Program Repair
— Unverified Adaptive Pruning for Large Language Models with Structural Importance Awareness Dec 19, 2024 Text Generation zero-shot-classification
— Unverified Zero-Shot Image Moderation in Google Ads with LLM-Assisted Textual Descriptions and Cross-modal Co-embeddings Dec 18, 2024 zero-shot-classification Zero-Shot Learning
— Unverified Real Classification by Description: Extending CLIP's Limits of Part Attributes Recognition Dec 18, 2024 Attribute Descriptive
Code Code Available CRoF: CLIP-based Robust Few-shot Learning on Noisy Labels Dec 17, 2024 Domain Generalization Few-Shot Learning
— Unverified Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCO Dec 17, 2024 Information Retrieval Machine Translation
Code Code Available A Simple and Efficient Baseline for Zero-Shot Generative Classification Dec 17, 2024 zero-shot-classification Zero-Shot Learning
— Unverified Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Dec 16, 2024 In-Context Learning Self-Supervised Learning
— Unverified Discrepancy-Aware Attention Network for Enhanced Audio-Visual Zero-Shot Learning Dec 16, 2024 Video Classification Zero-Shot Learning
— Unverified An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques Dec 12, 2024 Classification image-classification
Code Code Available Zero-Shot Mono-to-Binaural Speech Synthesis Dec 11, 2024 Audio Synthesis Denoising
— Unverified Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? Dec 11, 2024 Prompt Learning zero-shot-classification
Code Code Available Assessing Personalized AI Mentoring with Large Language Models in the Computing Field Dec 11, 2024 Zero-Shot Learning
— Unverified SenCLIP: Enhancing zero-shot land-use mapping for Sentinel-2 with ground-level prompting Dec 11, 2024 zero-shot-classification Zero-Shot Learning
Code Code Available Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning Dec 10, 2024 Contrastive Learning Image-text Retrieval
— Unverified Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Dec 10, 2024 Attribute Compositional Zero-Shot Learning
— Unverified Retaining and Enhancing Pre-trained Knowledge in Vision-Language Models with Prompt Ensembling Dec 10, 2024 Ensemble Learning Zero-Shot Learning
— Unverified Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions Dec 10, 2024 Federated Learning Information Retrieval
— Unverified DenseVLM: A Retrieval and Decoupled Alignment Framework for Open-Vocabulary Dense Prediction Dec 9, 2024 Image Segmentation object-detection
— Unverified JAPAGEN: Efficient Few/Zero-shot Learning via Japanese Training Dataset Generation with LLM Dec 9, 2024 Dataset Generation Zero-Shot Learning
Code Code Available S^3: Synonymous Semantic Space for Improving Zero-Shot Generalization of Vision-Language Models Dec 6, 2024 zero-shot-classification Zero-shot Generalization
— Unverified KNN-MMD: Cross Domain Wireless Sensing via Local Distribution Alignment Dec 6, 2024 Action Classification Action Classification (1-shot)
Code Code Available Automated Medical Report Generation for ECG Data: Bridging Medical Text and Signal Processing with Deep Learning Dec 5, 2024 Comment Generation Decoder
Code Code Available Unified Framework for Open-World Compositional Zero-shot Learning Dec 5, 2024 Compositional Zero-Shot Learning Zero-Shot Learning
Code Code Available Diffusion in Zero-Shot Learning for Environmental Audio Dec 4, 2024 Generative Adversarial Network Zero-Shot Learning
Code Code Available Expanding Event Modality Applications through a Robust CLIP-Based Encoder Dec 4, 2024 Few-Shot Learning Object Recognition
Code Code Available 