| Accelerating Reinforcement Learning of Robotic Manipulations via Feedback from Large Language Models | Nov 4, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Equivariant Transformer is all you need | Oct 20, 2023 | AllSelf-Learning | —Unverified | 0 |
| OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation | Sep 24, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| USL-Net: Uncertainty Self-Learning Network for Unsupervised Skin Lesion Segmentation | Sep 23, 2023 | Contrastive LearningLesion Segmentation | —Unverified | 0 |
| State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding | Sep 21, 2023 | Decision MakingSelf-Learning | —Unverified | 0 |
| Prototype of a robotic system to assist the learning process of English language with text-generation through DNN | Sep 20, 2023 | Self-LearningText Generation | —Unverified | 0 |
| Chain-of-Thought Reasoning is a Policy Improvement Operator | Sep 15, 2023 | Self-Learning | —Unverified | 0 |
| Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference | Sep 6, 2023 | Contrastive LearningGraph Representation Learning | —Unverified | 0 |
| Cross-Video Contextual Knowledge Exploration and Exploitation for Ambiguity Reduction in Weakly Supervised Temporal Action Localization | Aug 24, 2023 | Action LocalizationContrastive Learning | —Unverified | 0 |
| Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment | Aug 24, 2023 | Self-Learningzero-shot-classification | CodeCode Available | 1 |
| Learning in Dynamic Systems and Its Application to Adaptive PID Control | Aug 21, 2023 | Self-Learning | —Unverified | 0 |
| 3DPortraitGAN: Learning One-Quarter Headshot 3D GANs from a Single-View Portrait Dataset with Diverse Body Poses | Jul 27, 2023 | Self-Learning | CodeCode Available | 1 |
| Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning | Jul 6, 2023 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure Sensing | Jul 5, 2023 | Deep Reinforcement LearningSelf-Learning | CodeCode Available | 1 |
| Federated Self-Learning with Weak Supervision for Speech Recognition | Jun 21, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Retrieval-Based Transformer for Table Augmentation | Jun 20, 2023 | ImputationRetrieval | CodeCode Available | 1 |
| ST-PINN: A Self-Training Physics-Informed Neural Network for Partial Differential Equations | Jun 15, 2023 | Pseudo LabelSelf-Learning | CodeCode Available | 1 |
| Accurate Airway Tree Segmentation in CT Scans via Anatomy-aware Multi-class Segmentation and Topology-guided Iterative Learning | Jun 15, 2023 | AnatomyComputed Tomography (CT) | —Unverified | 0 |
| SMC-UDA: Structure-Modal Constraint for Unsupervised Cross-Domain Renal Segmentation | Jun 14, 2023 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Making forecasting self-learning and adaptive -- Pilot forecasting rack | Jun 12, 2023 | Feature EngineeringSelf-Learning | —Unverified | 0 |
| Efficient Implementation of a Multi-Layer Gradient-Free Online-Trainable Spiking Neural Network on FPGA | May 31, 2023 | Self-Learning | —Unverified | 0 |
| Scalable Learning of Latent Language Structure With Logical Offline Cycle Consistency | May 31, 2023 | Self-LearningText Generation | —Unverified | 0 |
| Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems | May 17, 2023 | Off-policy evaluationregression | —Unverified | 0 |
| Self-Learning Symmetric Multi-view Probabilistic Clustering | May 12, 2023 | ClusteringIncomplete multi-view clustering | —Unverified | 0 |
| Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming | May 10, 2023 | Decision MakingSelf-Learning | —Unverified | 0 |
| POET: A Self-learning Framework for PROFINET Industrial Operations Behaviour | Apr 29, 2023 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| TransFlow: Transformer as Flow Learner | Apr 23, 2023 | Motion Estimationobject-detection | —Unverified | 0 |
| How to Control Hydrodynamic Force on Fluidic Pinball via Deep Reinforcement Learning | Apr 23, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Domain Generalization for Mammographic Image Analysis with Contrastive Learning | Apr 20, 2023 | breast density classificationContrastive Learning | —Unverified | 0 |
| Point-supervised Single-cell Segmentation via Collaborative Knowledge Sharing | Apr 20, 2023 | Cell Segmentationobject-detection | CodeCode Available | 1 |
| Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation | Apr 19, 2023 | ArticlesContrastive Learning | —Unverified | 0 |
| AISecKG: Knowledge Graph Dataset for Cybersecurity Education | Mar 30, 2023 | Active LearningKnowledge Graphs | CodeCode Available | 1 |
| TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation | Mar 17, 2023 | Knowledge DistillationSelf-Learning | CodeCode Available | 1 |
| MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and Recognition | Mar 9, 2023 | Lip ReadingMachine Translation | CodeCode Available | 1 |
| Investigating Catastrophic Overfitting in Fast Adversarial Training: A Self-fitting Perspective | Feb 23, 2023 | Self-Learning | —Unverified | 0 |
| Joint Spectrum and Power Allocation for V2X Communications with Imperfect CSI | Feb 21, 2023 | Self-Learning | —Unverified | 0 |
| Cross-Domain Label Propagation for Domain Adaptation with Discriminative Graph Self-Learning | Feb 17, 2023 | Domain AdaptationSelf-Learning | —Unverified | 0 |
| ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks | Feb 15, 2023 | Intrusion DetectionSelf-Learning | CodeCode Available | 1 |
| A Lifetime Extended Energy Management Strategy for Fuel Cell Hybrid Electric Vehicles via Self-Learning Fuzzy Reinforcement Learning | Feb 13, 2023 | energy managementManagement | —Unverified | 0 |
| DELTA: degradation-free fully test-time adaptation | Jan 30, 2023 | Self-LearningTest-time Adaptation | —Unverified | 0 |
| Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning | Jan 28, 2023 | Continual LearningDisease Prediction | —Unverified | 0 |
| Alien Coding | Jan 27, 2023 | Machine TranslationSelf-Learning | —Unverified | 0 |
| Boundary Aware U-Net for Glacier Segmentation | Jan 26, 2023 | SegmentationSelf-Learning | CodeCode Available | 0 |
| Discovery of 2D materials using Transformer Network based Generative Design | Jan 14, 2023 | Formation EnergySelf-Learning | CodeCode Available | 2 |
| Unifying Consciousness and Time to Enhance Artificial Intelligence | Jan 10, 2023 | EthicsSelf-Learning | —Unverified | 0 |
| Active Learning for Abstractive Text Summarization | Jan 9, 2023 | Abstractive Text SummarizationActive Learning | CodeCode Available | 0 |
| Text classification in shipping industry using unsupervised models and Transformer based supervised models | Dec 21, 2022 | ClassificationSelf-Learning | —Unverified | 0 |
| Contrastive Distillation Is a Sample-Efficient Self-Supervised Loss Policy for Transfer Learning | Dec 21, 2022 | Few-Shot LearningLanguage Modelling | —Unverified | 0 |
| Sequence learning in a spiking neuronal network with memristive synapses | Nov 29, 2022 | Self-Learning | —Unverified | 0 |
| Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search | Nov 28, 2022 | AI AgentSelf-Learning | CodeCode Available | 0 |