| GMML is All you Need | May 30, 2022 | AllData Augmentation | CodeCode Available | 1 | 5 |
| ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning | Oct 2, 2024 | Self-Learning | CodeCode Available | 1 | 5 |
| Improving Word Translation via Two-Stage Contrastive Learning | Nov 16, 2021 | Bilingual Lexicon InductionContrastive Learning | CodeCode Available | 1 | 5 |
| Improving Word Translation via Two-Stage Contrastive Learning | Mar 15, 2022 | Bilingual Lexicon InductionContrastive Learning | CodeCode Available | 1 | 5 |
| An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation | Jul 3, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| Knowledge Inheritance for Pre-trained Language Models | May 28, 2021 | Domain AdaptationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting | Jun 28, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 | 5 |
| A universal approximation theorem for nonlinear resistive networks | Dec 22, 2023 | Self-Learning | CodeCode Available | 1 | 5 |
| Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder | Nov 1, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| Will Pre-Training Ever End? A First Step Toward Next-Generation Foundation MLLMs via Self-Improving Systematic Cognition | Mar 16, 2025 | Caption GenerationImage Captioning | CodeCode Available | 1 | 5 |
| Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder | Feb 18, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation | Apr 4, 2024 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer | Oct 7, 2020 | Knowledge Base ConstructionKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Real-World Single Image Super-Resolution: A Brief Review | Mar 3, 2021 | Computational EfficiencyImage Super-Resolution | CodeCode Available | 1 | 5 |
| Self-Learning Transformations for Improving Gaze and Head Redirection | Oct 23, 2020 | DisentanglementGaze Estimation | CodeCode Available | 1 | 5 |
| SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation | May 28, 2024 | Change DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Texture-guided Saliency Distilling for Unsupervised Salient Object Detection | Jul 13, 2022 | Objectobject-detection | CodeCode Available | 1 | 5 |
| ViT-DD: Multi-Task Vision Transformer for Semi-Supervised Driver Distraction Detection | Sep 19, 2022 | Self-Learning | CodeCode Available | 1 | 5 |
| AISecKG: Knowledge Graph Dataset for Cybersecurity Education | Mar 30, 2023 | Active LearningKnowledge Graphs | CodeCode Available | 1 | 5 |
| Learning Program Synthesis for Integer Sequences from Scratch | Feb 24, 2022 | Program SynthesisSelf-Learning | CodeCode Available | 1 | 5 |
| Reinforcement Learning in an Adaptable Chess Environment for Detecting Human-understandable Concepts | Nov 10, 2022 | Autonomous Vehiclesreinforcement-learning | CodeCode Available | 1 | 5 |
| Retrieval-Based Transformer for Table Augmentation | Jun 20, 2023 | ImputationRetrieval | CodeCode Available | 1 | 5 |
| Deep Active Learning for Joint Classification & Segmentation with Weak Annotator | Oct 10, 2020 | Active LearningClassification | CodeCode Available | 1 | 5 |
| Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning | Nov 20, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Market Self-Learning of Signals, Impact and Optimal Trading: Invisible Hand Inference with Free Energy | May 16, 2018 | Reinforcement LearningSelf-Learning | CodeCode Available | 0 | 5 |
