BAL: Balancing Diversity and Novelty for Active Learning Dec 26, 2023 Active Learning Diversity
Code Code Available 5 DDxT: Deep Generative Transformer Models for Differential Diagnosis Dec 2, 2023 Reinforcement Learning (RL) Self-Supervised Learning
Code Code Available 5 Revisiting and Benchmarking Graph Autoencoders: A Contrastive Learning Perspective Oct 14, 2024 Benchmarking Contrastive Learning
Code Code Available 5 DDA: Dimensionality Driven Augmentation Search for Contrastive Learning in Laparoscopic Surgery Jun 3, 2024 Contrastive Learning Data Augmentation
Code Code Available 5 Balancing Graph Embedding Smoothness in Self-Supervised Learning via Information-Theoretic Decomposition Apr 16, 2025 Contrastive Learning Graph Embedding
Code Code Available 5 Rethinking The Uniformity Metric in Self-Supervised Learning Mar 1, 2024 Self-Supervised Learning
Code Code Available 5 An attention-based backend allowing efficient fine-tuning of transformer models for speaker verification Oct 3, 2022 Self-Supervised Learning Speaker Verification
Code Code Available 5 About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data Annotations May 28, 2021 Diversity GPU
Code Code Available 5 Rethinking Polyp Segmentation from an Out-of-Distribution Perspective Jun 13, 2023 Segmentation Self-Supervised Learning
Code Code Available 5 Data-Efficient Sleep Staging with Synthetic Time Series Pretraining Mar 13, 2024 Brain Decoding EEG
Code Code Available 5 Rethinking Graph Masked Autoencoders through Alignment and Uniformity Feb 11, 2024 Contrastive Learning Self-Supervised Learning
Code Code Available 5 Data Efficient Contrastive Learning in Histopathology using Active Sampling Mar 28, 2023 Contrastive Learning Self-Supervised Learning
Code Code Available 5 Rethinking Temperature in Graph Contrastive Learning Sep 29, 2021 Contrastive Learning Inductive Learning
Code Code Available 5 Data Augmentation is a Hyperparameter: Cherry-picked Self-Supervision for Unsupervised Anomaly Detection is Creating the Illusion of Success Aug 16, 2022 Anomaly Detection Data Augmentation
Code Code Available 5 Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs Jun 30, 2020 Colorization Pansharpening
Code Code Available 5 Rethinking Contrastive Learning in Session-based Recommendation Jun 5, 2025 Contrastive Learning Self-Supervised Learning
Code Code Available 5 Rethinking and Simplifying Bootstrapped Graph Latents Dec 5, 2023 Contrastive Learning Self-Supervised Learning
Code Code Available 5 Ablation study of self-supervised learning for image classification Dec 4, 2021 Classification image-classification
Code Code Available 5 RetFiner: A Vision-Language Refinement Scheme for Retinal Foundation Models Jun 27, 2025 Self-Supervised Learning
Code Code Available 5 Self-supervised Label Augmentation via Input Transformations Oct 14, 2019 Data Augmentation imbalanced classification
Code Code Available 5 Representation Learning of Lab Values via Masked AutoEncoder Jan 5, 2025 Fairness Imputation
Code Code Available 5 Quantifying Representation Reliability in Self-Supervised Learning Models May 31, 2023 Self-Supervised Learning Uncertainty Quantification
Code Code Available 5 Reproducing BowNet: Learning Representations by Predicting Bags of Visual Words Jan 10, 2022 Self-Supervised Learning
Code Code Available 5 Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective Nov 30, 2024 Self-Supervised Learning
Code Code Available 5 Replay-free Online Continual Learning with Self-Supervised MultiPatches Feb 13, 2025 Continual Learning Self-Supervised Learning
Code Code Available 5 Analyzing Data-Centric Properties for Graph Contrastive Learning Aug 4, 2022 Contrastive Learning Self-Supervised Learning
Code Code Available 5 Region-of-interest guided Supervoxel Inpainting for Self-supervision Jun 26, 2020 Image Inpainting Image Segmentation
Code Code Available 5 Reinforcement Learning Based Multi-modal Feature Fusion Network for Novel Class Discovery Aug 26, 2023 Novel Class Discovery reinforcement-learning
Code Code Available 5 RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks Jul 15, 2023 Contrastive Learning Graph Learning
Code Code Available 5 AV-DTEC: Self-Supervised Audio-Visual Fusion for Drone Trajectory Estimation and Classification Dec 22, 2024 Self-Supervised Learning
Code Code Available 5 Re-entry Prediction for Online Conversations via Self-Supervised Learning Sep 5, 2021 Self-Supervised Learning
Code Code Available 5 Relating Human Perception of Musicality to Prediction in a Predictive Coding Model Oct 29, 2022 Self-Supervised Learning
Code Code Available 5 AVATAR: Adversarial self-superVised domain Adaptation network for TARget domain Apr 28, 2023 Deep Clustering Domain Adaptation
Code Code Available 5 AdaProj: Adaptively Scaled Angular Margin Subspace Projections for Anomalous Sound Detection with Auxiliary Classification Tasks Mar 21, 2024 Self-Supervised Learning
Code Code Available 5 Random Teachers are Good Teachers Feb 23, 2023 Data Augmentation Self-Supervised Learning
Code Code Available 5 Rapid Wildfire Hotspot Detection Using Self-Supervised Learning on Temporal Remote Sensing Data May 30, 2024 Self-Supervised Learning Time Series
Code Code Available 5 Cross-Skeleton Interaction Graph Aggregation Network for Representation Learning of Mouse Social Behaviour Aug 7, 2022 Representation Learning Self-Supervised Learning
Code Code Available 5 Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition Jun 21, 2022 Active Learning Clustering
Code Code Available 5 Quantitative Imaging Principles Improves Medical Image Learning Jun 14, 2022 Self-Supervised Learning Transfer Learning
Code Code Available 5 Analysing the Impact of Audio Quality on the Use of Naturalistic Long-Form Recordings for Infant-Directed Speech Research May 3, 2023 Form Language Acquisition
Code Code Available 5 Cross-Modal Self-Supervised Learning with Effective Contrastive Units for LiDAR Point Clouds Sep 10, 2024 3D Object Detection 3D Semantic Segmentation
Code Code Available 5 Quantile-based Maximum Likelihood Training for Outlier Detection Aug 20, 2023 Autonomous Driving Contrastive Learning
Code Code Available 5 CrossMoCo: Multi-modal Momentum Contrastive Learning for Point Cloud Jun 8, 2023 3D Object Classification 3D Point Cloud Classification
Code Code Available 5 Cross-Lingual Speech Emotion Recognition: Humans vs. Self-Supervised Models Sep 25, 2024 Emotion Recognition parameter-efficient fine-tuning
Code Code Available 5 PU-Ray: Domain-Independent Point Cloud Upsampling via Ray Marching on Neural Implicit Surface Oct 12, 2023 Autonomous Driving Depth Estimation
Code Code Available 5 Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet? Jan 13, 2022 image-classification Image Classification
Code Code Available 5 PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling Nov 24, 2021 Self-Supervised Learning Sentence
Code Code Available 5 PRSNet: A Masked Self-Supervised Learning Pedestrian Re-Identification Method Mar 11, 2023 Self-Supervised Learning Triplet
Code Code Available 5 Automatic separation of laminar-turbulent flows on aircraft wings and stabilisers via adaptive attention butterfly network Oct 18, 2022 Decoder Laminar-Turbulent Flow Localisation
Code Code Available 5 PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point Clouds Mar 18, 2025 3D Object Detection 3D Semantic Segmentation
Code Code Available 5 