Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models May 12, 2025 Continual Learning Few-Shot Learning
— Unverified TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking May 11, 2025 Fact Checking Few-Shot Learning
— Unverified Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition May 9, 2025 Action Recognition cross-modal alignment
Code Code Available User Behavior Analysis in Privacy Protection with Large Language Models: A Study on Privacy Preferences with Limited Data May 8, 2025 Federated Learning Few-Shot Learning
— Unverified Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines May 8, 2025 Contrastive Learning Few-Shot Learning
— Unverified CrashSage: A Large Language Model-Centered Framework for Contextual and Interpretable Traffic Crash Analysis May 8, 2025 Data Augmentation Data Integration
— Unverified Understanding In-context Learning of Addition via Activation Subspaces May 8, 2025 Few-Shot Learning In-Context Learning
— Unverified A Large Language Model for Feasible and Diverse Population Synthesis May 7, 2025 Diversity Few-Shot Learning
— Unverified HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems May 6, 2025 Few-Shot Learning Quantum Machine Learning
— Unverified MISE: Meta-knowledge Inheritance for Social Media-Based Stressor Estimation May 3, 2025 Few-Shot Learning Meta-Learning
Code Code Available Topology-Aware CLIP Few-Shot Learning May 3, 2025 Few-Shot Learning
— Unverified SpectrumFM: A Foundation Model for Intelligent Spectrum Management May 2, 2025 Anomaly Detection Few-Shot Learning
Code Code Available Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging May 2, 2025 Benchmarking Computational Efficiency
— Unverified Exploring internal representation of self-supervised networks: few-shot learning abilities and comparison with human semantics and recognition of objects Apr 29, 2025 Contrastive Learning Few-Shot Learning
— Unverified Advance Fake Video Detection via Vision Transformers Apr 29, 2025 Fake Image Detection Few-Shot Learning
— Unverified ProFi-Net: Prototype-based Feature Attention with Curriculum Augmentation for WiFi-based Gesture Recognition Apr 28, 2025 Data Augmentation Few-Shot Learning
— Unverified Enhancing TCR-Peptide Interaction Prediction with Pretrained Language Models and Molecular Representations Apr 22, 2025 Benchmarking Few-Shot Learning
— Unverified Detecting Actionable Requests and Offers on Social Media During Crises Using LLMs Apr 22, 2025 Few-Shot Learning Humanitarian
— Unverified AltGDmin: Alternating GD and Minimization for Partly-Decoupled (Federated) Optimization Apr 20, 2025 Compressive Sensing Few-Shot Learning
— Unverified HFBRI-MAE: Handcrafted Feature Based Rotation-Invariant Masked Autoencoder for 3D Point Cloud Analysis Apr 19, 2025 Few-Shot Learning Self-Supervised Learning
— Unverified A Baseline for Self-state Identification and Classification in Mental Health Data: CLPsych 2025 Task Apr 18, 2025 Attribute Binary Classification
— Unverified KAN or MLP? Point Cloud Shows the Way Forward Apr 18, 2025 Few-Shot Learning Kolmogorov-Arnold Networks
Code Code Available Chain-of-Thought Textual Reasoning for Few-shot Temporal Action Localization Apr 18, 2025 Action Localization Anomaly Detection
— Unverified Knowledge Acquisition on Mass-shooting Events via LLMs for AI-Driven Justice Apr 17, 2025 Articles Few-Shot Learning
— Unverified Can GPT tell us why these images are synthesized? Empowering Multimodal Large Language Models for Forensics Apr 16, 2025 Few-Shot Learning Image Manipulation
— Unverified Logits DeConfusion with CLIP for Few-Shot Learning Apr 16, 2025 Few-Shot Learning
Code Code Available DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency Apr 16, 2025 Few-Shot Learning Interactive Segmentation
Code Code Available Improving Instruct Models for Free: A Study on Partial Adaptation Apr 15, 2025 Few-Shot Learning In-Context Learning
— Unverified TSAL: Few-shot Text Segmentation Based on Attribute Learning Apr 15, 2025 Attribute Few-Shot Learning
— Unverified AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification Apr 14, 2025 Contrastive Learning Few-Shot Learning
— Unverified Siamese Network with Dual Attention for EEG-Driven Social Learning: Bridging the Human-Robot Gap in Long-Tail Autonomous Driving Apr 14, 2025 Autonomous Driving Brain Computer Interface
— Unverified Investigating Vision-Language Model for Point Cloud-based Vehicle Classification Apr 10, 2025 Autonomous Driving Classification
— Unverified MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning Apr 9, 2025 Anomaly Detection Anomaly Segmentation
— Unverified A Cross-Domain Few-Shot Learning Method Based on Domain Knowledge Mapping Apr 9, 2025 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Few-Shot Adaptation of Grounding DINO for Agricultural Domain Apr 9, 2025 Few-Shot Learning object-detection
— Unverified Mind the Gap: Evaluating Vision Systems in Small Data Applications Apr 8, 2025 Few-Shot Learning
Code Code Available AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments Apr 7, 2025 Few-Shot Learning RAG
— Unverified Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation Apr 7, 2025 Data Augmentation Few-Shot Learning
— Unverified Exploring Generative AI Techniques in Government: A Case Study Apr 6, 2025 Few-Shot Learning Management
— Unverified Exploring the Capabilities of LLMs for IMU-based Fine-grained Human Activity Understanding Apr 2, 2025 Activity Recognition Few-Shot Learning
— Unverified CoRAG: Collaborative Retrieval-Augmented Generation Apr 2, 2025 Few-Shot Learning Open-Domain Question Answering
— Unverified Is Temporal Prompting All We Need For Limited Labeled Action Recognition? Apr 2, 2025 Action Recognition All
— Unverified Synthesized Annotation Guidelines are Knowledge-Lite Boosters for Clinical Information Extraction Apr 1, 2025 Few-Shot Learning named-entity-recognition
— Unverified Hierarchical Local-Global Feature Learning for Few-shot Malicious Traffic Detection Apr 1, 2025 Few-Shot Learning Traffic Classification
— Unverified AI-Assisted Colonoscopy: Polyp Detection and Segmentation using Foundation Models Mar 31, 2025 Few-Shot Learning
Code Code Available Texture or Semantics? Vision-Language Models Get Lost in Font Recognition Mar 31, 2025 Few-Shot Learning Font Recognition
Code Code Available Large Language Models are Unreliable for Cyber Threat Intelligence Mar 29, 2025 Few-Shot Learning Zero-Shot Learning
— Unverified Unbiased Max-Min Embedding Classification for Transductive Few-Shot Learning: Clustering and Classification Are All You Need Mar 28, 2025 All Classification
— Unverified Adaptive Clipping for Privacy-Preserving Few-Shot Learning: Enhancing Generalization with Limited Data Mar 27, 2025 Few-Shot Learning Meta-Learning
— Unverified From User Preferences to Optimization Constraints Using Large Language Models Mar 27, 2025 Few-Shot Learning
— Unverified 