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Self-Learning

Papers

Showing 150 of 404 papers

TitleStatusHype
KnowAgent: Knowledge-Augmented Planning for LLM-Based AgentsCode3
SPO: Sequential Monte Carlo Policy OptimisationCode3
Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future ProspectsCode2
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-LearningCode2
Discovery of 2D materials using Transformer Network based Generative DesignCode2
Vector Contrastive Learning For Pixel-Wise Pretraining In Medical VisionCode1
Self-Learning Hyperspectral and Multispectral Image Fusion via Adaptive Residual Guided Subspace Diffusion ModelCode1
Will Pre-Training Ever End? A First Step Toward Next-Generation Foundation MLLMs via Self-Improving Systematic CognitionCode1
CLISC: Bridging clip and sam by enhanced cam for unsupervised brain tumor segmentationCode1
FNIN: A Fourier Neural Operator-based Numerical Integration Network for Surface-form-gradientsCode1
Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text RecognitionCode1
ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory LearningCode1
Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image SegmentationCode1
EndoOmni: Zero-Shot Cross-Dataset Depth Estimation in Endoscopy by Robust Self-Learning from Noisy LabelsCode1
Self-Learning for Personalized Keyword Spotting on Ultra-Low-Power Audio SensorsCode1
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate SegmentationCode1
Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and BenchmarkingCode1
SSLChange: A Self-supervised Change Detection Framework Based on Domain AdaptationCode1
Toward Self-Improvement of LLMs via Imagination, Searching, and CriticizingCode1
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image SegmentationCode1
Into the Unknown: Self-Learning Large Language ModelsCode1
Unveiling the Power of Self-supervision for Multi-view Multi-human Association and TrackingCode1
A universal approximation theorem for nonlinear resistive networksCode1
Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher LearningCode1
Self-Improving for Zero-Shot Named Entity Recognition with Large Language ModelsCode1
Towards Realistic Zero-Shot Classification via Self Structural Semantic AlignmentCode1
3DPortraitGAN: Learning One-Quarter Headshot 3D GANs from a Single-View Portrait Dataset with Diverse Body PosesCode1
Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive LearningCode1
Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure SensingCode1
Retrieval-Based Transformer for Table AugmentationCode1
ST-PINN: A Self-Training Physics-Informed Neural Network for Partial Differential EquationsCode1
Point-supervised Single-cell Segmentation via Collaborative Knowledge SharingCode1
AISecKG: Knowledge Graph Dataset for Cybersecurity EducationCode1
TeSLA: Test-Time Self-Learning With Automatic Adversarial AugmentationCode1
MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and RecognitionCode1
ARGUS: Context-Based Detection of Stealthy IoT Infiltration AttacksCode1
Reinforcement Learning in an Adaptable Chess Environment for Detecting Human-understandable ConceptsCode1
Self-supervised Character-to-Character Distillation for Text RecognitionCode1
Self-Improving Safety Performance of Reinforcement Learning Based Driving with Black-Box Verification AlgorithmsCode1
ViT-DD: Multi-Task Vision Transformer for Semi-Supervised Driver Distraction DetectionCode1
Unsupervised Video Object Segmentation via Prototype Memory NetworkCode1
Texture-guided Saliency Distilling for Unsupervised Salient Object DetectionCode1
Deep Learning for Anomaly Detection in Log Data: A SurveyCode1
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series ForecastingCode1
Protoformer: Embedding Prototypes for TransformersCode1
GMML is All you NeedCode1
DRLComplex: Reconstruction of protein quaternary structures using deep reinforcement learningCode1
Improving Word Translation via Two-Stage Contrastive LearningCode1
Doctor Recommendation in Online Health Forums via Expertise LearningCode1
Show Me What and Tell Me How: Video Synthesis via Multimodal ConditioningCode1
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