SS-BRPE: Self-Supervised Blind Room Parameter Estimation Using Attention Mechanisms Sep 8, 2024 parameter estimation Self-Supervised Learning
Code Code Available Dense Depth Estimation in Monocular Endoscopy with Self-supervised Learning Methods Feb 20, 2019 Anatomy Computed Tomography (CT)
Code Code Available CellCLAT: Preserving Topology and Trimming Redundancy in Self-Supervised Cellular Contrastive Learning May 27, 2025 Contrastive Learning Graph Learning
Code Code Available Self-Supervised Learning for Detecting AI-Generated Faces as Anomalies Jan 4, 2025 Anomaly Detection Binary Classification
Code Code Available Manifold Contrastive Learning with Variational Lie Group Operators Jun 23, 2023 Contrastive Learning Representation Learning
Code Code Available Manifold Characteristics That Predict Downstream Task Performance May 16, 2022 Self-Supervised Learning Transfer Learning
Code Code Available Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems Jun 13, 2023 Adversarial Attack Face Swapping
Code Code Available Zorro: the masked multimodal transformer Jan 23, 2023 Audio Tagging Multimodal Deep Learning
Code Code Available Towards Scalable Foundation Models for Digital Dermatology Nov 8, 2024 Diagnostic Self-Supervised Learning
Code Code Available Towards Self-Supervised Learning of Global and Object-Centric Representations Mar 11, 2022 Data Augmentation Object
Code Code Available Vision-Language Meets the Skeleton: Progressively Distillation with Cross-Modal Knowledge for 3D Action Representation Learning May 31, 2024 Action Recognition Contrastive Learning
Code Code Available Magnitude-Phase Dual-Path Speech Enhancement Network based on Self-Supervised Embedding and Perceptual Contrast Stretch Boosting Mar 27, 2025 Self-Supervised Learning Speech Enhancement
Code Code Available Self-Supervised Learning For Few-Shot Image Classification Nov 14, 2019 Classification Cross-Domain Few-Shot
Code Code Available MAGMA: Manifold Regularization for MAEs Dec 3, 2024 Self-Supervised Learning
Code Code Available Lung Nodule-SSM: Self-Supervised Lung Nodule Detection and Classification in Thoracic CT Images May 21, 2025 Lung Nodule Detection Self-Supervised Learning
Code Code Available DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate Appraisal Sep 2, 2023 Contrastive Learning Decision Making
Code Code Available Do Neural Scaling Laws Exist on Graph Self-Supervised Learning? Aug 20, 2024 Self-Supervised Learning
Code Code Available Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models Jun 4, 2024 Self-Supervised Learning Speaker Verification
Code Code Available DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization Dec 12, 2024 Contrastive Learning Domain Generalization
Code Code Available Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image Segmentation May 25, 2025 Computed Tomography (CT) Contrastive Learning
Code Code Available Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? Jun 10, 2022 Image Augmentation reinforcement-learning
Code Code Available Low-Rank Approximation of Structural Redundancy for Self-Supervised Learning Feb 10, 2024 regression Self-Supervised Learning
Code Code Available Does resistance to style-transfer equal Global Shape Bias? Measuring network sensitivity to global shape configuration Oct 11, 2023 Image Classification Object Recognition
Code Code Available CCRL: Contrastive Cell Representation Learning Aug 12, 2022 Clustering Representation Learning
Code Code Available Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing Mar 16, 2017 Human Parsing Self-Supervised Learning
Code Code Available SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning Mar 16, 2023 Self-Supervised Learning
Code Code Available Capsule Network Projectors are Equivariant and Invariant Learners May 23, 2024 Self-Supervised Learning
Code Code Available AAG: Self-Supervised Representation Learning by Auxiliary Augmentation with GNT-Xent Loss Sep 17, 2020 Contrastive Learning Diversity
Code Code Available Does Double Descent Occur in Self-Supervised Learning? Jul 15, 2023 Self-Supervised Learning
Code Code Available Divergence-aware Federated Self-Supervised Learning Apr 9, 2022 Federated Learning Federated Unsupervised Learning
Code Code Available SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI Data Apr 21, 2021 Medical Diagnosis Medical Image Analysis
Code Code Available Looking Beyond Corners: Contrastive Learning of Visual Representations for Keypoint Detection and Description Extraction Dec 22, 2021 Contrastive Learning Keypoint Detection
Code Code Available A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images Mar 20, 2023 Medical Image Analysis Representation Learning
Code Code Available Look Ahead or Look Around? A Theoretical Comparison Between Autoregressive and Masked Pretraining Jul 1, 2024 Self-Supervised Learning
Code Code Available VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and Classification Feb 1, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? Apr 15, 2024 Data Augmentation Self-Supervised Learning
Code Code Available Ditch the Denoiser: Emergence of Noise Robustness in Self-Supervised Learning from Data Curriculum May 18, 2025 Geophysics Representation Learning
Code Code Available Local Masking Meets Progressive Freezing: Crafting Efficient Vision Transformers for Self-Supervised Learning Dec 2, 2023 Self-Supervised Learning
Code Code Available Patch-Wise Self-Supervised Visual Representation Learning: A Fine-Grained Approach Oct 28, 2023 Copy Detection image-classification
Code Code Available Liver Fibrosis and NAS scoring from CT images using self-supervised learning and texture encoding Mar 5, 2021 Self-Supervised Learning Transfer Learning
Code Code Available LiPCoT: Linear Predictive Coding based Tokenizer for Self-supervised Learning of Time Series Data via Language Models Aug 14, 2024 EEG Self-Supervised Learning
Code Code Available A3: Active Adversarial Alignment for Source-Free Domain Adaptation Sep 27, 2024 Active Learning Domain Adaptation
Code Code Available SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning Sep 8, 2022 Self-Supervised Learning
Code Code Available Distribution Matching for Self-Supervised Transfer Learning Feb 20, 2025 Classification Self-Supervised Learning
Code Code Available 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 A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Apr 3, 2024 Contrastive Learning Self-Supervised Learning
Code Code Available Self-supervised Learning for Panoptic Segmentation of Multiple Fruit Flower Species Sep 10, 2022 Data Augmentation Instance Segmentation
Code Code Available Analyzing Data-Centric Properties for Graph Contrastive Learning Aug 4, 2022 Contrastive Learning Self-Supervised Learning
Code Code Available Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions? Jul 31, 2023 Contrastive Learning Knowledge Distillation
Code Code Available ssVERDICT: Self-Supervised VERDICT-MRI for Enhanced Prostate Tumour Characterisation Sep 12, 2023 Diffusion MRI Self-Supervised Learning
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