Learning Anatomically Consistent Embedding for Chest Radiography Dec 1, 2023 Anatomy Medical Image Analysis
Code Code Available 5 Civil Rephrases Of Toxic Texts With Self-Supervised Transformers Feb 1, 2021 Denoising Self-Supervised Learning
Code Code Available 5 CL4CTR: A Contrastive Learning Framework for CTR Prediction Dec 1, 2022 Click-Through Rate Prediction Contrastive Learning
Code Code Available 5 A Self-supervised Method for Entity Alignment Jun 17, 2021 Contrastive Learning Entity Alignment
Code Code Available 5 CLARA: Multilingual Contrastive Learning for Audio Representation Acquisition Oct 18, 2023 Audio Classification Contrastive Learning
Code Code Available 5 A Fast Knowledge Distillation Framework for Visual Recognition Dec 2, 2021 image-classification Image Classification
Code Code Available 5 3D Self-Supervised Methods for Medical Imaging Jun 6, 2020 Brain Tumor Segmentation Diabetic Retinopathy Detection
Code Code Available 5 Distance-wise Prototypical Graph Neural Network in Node Imbalance Classification Oct 22, 2021 Classification Graph Neural Network
Code Code Available 5 Distilling Visual Priors from Self-Supervised Learning Aug 1, 2020 Classification Contrastive Learning
Code Code Available 5 Distill on the Go: Online knowledge distillation in self-supervised learning Apr 20, 2021 Knowledge Distillation Self-Supervised Learning
Code Code Available 5 A comprehensive survey on deep active learning in medical image analysis Oct 22, 2023 Active Learning Informativeness
Code Code Available 5 DocMAE: Document Image Rectification via Self-supervised Representation Learning Apr 20, 2023 Representation Learning Self-Supervised Learning
Code Code Available 5 Dive into Big Model Training Jul 25, 2022 model Self-Supervised Learning
Code Code Available 5 Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasks Sep 25, 2022 Medical Image Analysis Self-Supervised Learning
Code Code Available 5 DEER: Descriptive Knowledge Graph for Explaining Entity Relationships May 21, 2022 BIG-bench Machine Learning Descriptive
Code Code Available 5 Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer Jul 7, 2020 Clustering Deep Clustering
Code Code Available 5 Contrastive Hierarchical Clustering Mar 3, 2023 Clustering Deep Clustering
Code Code Available 5 High Fidelity Visualization of What Your Self-Supervised Representation Knows About Dec 16, 2021 Data Augmentation Image Manipulation
Code Code Available 5 Contrastive Graph Learning for Population-based fMRI Classification Mar 26, 2022 Classification Functional Connectivity
Code Code Available 5 A foundation model for generalizable disease diagnosis in chest X-ray images Oct 11, 2024 Self-Supervised Learning
Code Code Available 5 CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIP Jan 12, 2023 3D Semantic Segmentation Contrastive Learning
Code Code Available 5 CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections Nov 28, 2024 image-classification Image Classification
Code Code Available 5 A Discrepancy Aware Framework for Robust Anomaly Detection Oct 11, 2023 Anomaly Detection Decoder
Code Code Available 5 CLSRIL-23: Cross Lingual Speech Representations for Indic Languages Jul 15, 2021 Self-Supervised Learning speech-recognition
Code Code Available 5 Contrastive learning of global and local features for medical image segmentation with limited annotations Jun 18, 2020 Contrastive Learning Data Augmentation
Code Code Available 5 A simple, efficient and scalable contrastive masked autoencoder for learning visual representations Oct 30, 2022 Contrastive Learning Self-Supervised Learning
Code Code Available 5 Hi-GMAE: Hierarchical Graph Masked Autoencoders May 17, 2024 Graph Neural Network Self-Supervised Learning
Code Code Available 5 Downstream-agnostic Adversarial Examples Jul 23, 2023 Self-Supervised Learning
Code Code Available 5 HomoGCL: Rethinking Homophily in Graph Contrastive Learning Jun 16, 2023 Contrastive Learning Self-Supervised Learning
Code Code Available 5 Domain Knowledge-Informed Self-Supervised Representations for Workout Form Assessment Feb 28, 2022 3D Action Recognition Action Analysis
Code Code Available 5 CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding Apr 19, 2023 Change Detection Contrastive Learning
Code Code Available 5 Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models May 16, 2025 Self-Supervised Learning
Code Code Available 5 CNN-based Ego-Motion Estimation for Fast MAV Maneuvers Jan 6, 2021 GPU Motion Estimation
Code Code Available 5 CNN-JEPA: Self-Supervised Pretraining Convolutional Neural Networks Using Joint Embedding Predictive Architecture Aug 14, 2024 Self-Supervised Learning
Code Code Available 5 Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning Nov 29, 2023 Continual Learning Continual Self-Supervised Learning
Code Code Available 5 Heterogeneous Graph Masked Autoencoders Aug 21, 2022 Attribute Self-Supervised Learning
Code Code Available 5 CODE: Contrastive Pre-training with Adversarial Fine-tuning for Zero-shot Expert Linking Dec 14, 2020 Active Learning Contrastive Learning
Code Code Available 5 EXAONEPath 1.0 Patch-level Foundation Model for Pathology Aug 1, 2024 model Self-Supervised Learning
Code Code Available 5 BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping Oct 29, 2023 Contrastive Learning Cross-Modal Retrieval
Code Code Available 5 DRL-Based Federated Self-Supervised Learning for Task Offloading and Resource Allocation in ISAC-Enabled Vehicle Edge Computing Aug 27, 2024 CPU Edge-computing
Code Code Available 5 Learning to Predict Navigational Patterns from Partial Observations Apr 26, 2023 Continual Learning Data Augmentation
Code Code Available 5 COCOA: Cross Modality Contrastive Learning for Sensor Data Jul 31, 2022 Contrastive Learning Self-Supervised Learning
Code Code Available 5 Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation Learning Mar 21, 2024 Representation Learning Self-Supervised Learning
Code Code Available 5 CoCoNets: Continuous Contrastive 3D Scene Representations Apr 8, 2021 3D Object Detection Contrastive Learning
Code Code Available 5 ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms Feb 22, 2023 backdoor defense Self-Supervised Learning
Code Code Available 5 Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images Oct 9, 2022 Anomaly Detection Self-Supervised Learning
Code Code Available 5 Heart Failure Prediction using Modal Decomposition and Masked Autoencoders for Scarce Echocardiography Databases Apr 10, 2025 Data Augmentation Self-Supervised Learning
Code Code Available 5 Dual Path Learning for Domain Adaptation of Semantic Segmentation Aug 13, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Contrastive Learning of Musical Representations Mar 17, 2021 Contrastive Learning Linear evaluation
Code Code Available 5 Heterogeneous Contrastive Learning for Foundation Models and Beyond Mar 30, 2024 Contrastive Learning Self-Supervised Learning
Code Code Available 5 