A Self-supervised Method for Entity Alignment Jun 17, 2021 Contrastive Learning Entity Alignment
Code Code Available A Fast Knowledge Distillation Framework for Visual Recognition Dec 2, 2021 image-classification Image Classification
Code Code Available 3D Self-Supervised Methods for Medical Imaging Jun 6, 2020 Brain Tumor Segmentation Diabetic Retinopathy Detection
Code Code Available Contrastive Self-supervised Sequential Recommendation with Robust Augmentation Aug 14, 2021 Contrastive Learning Self-Supervised Learning
Code Code Available A comprehensive survey on deep active learning in medical image analysis Oct 22, 2023 Active Learning Informativeness
Code Code Available Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning Jul 29, 2022 Contrastive Learning Deep Reinforcement Learning
Code Code Available Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning Nov 29, 2023 Continual Learning Continual Self-Supervised Learning
Code Code Available A Simple and Efficient Baseline for Data Attribution on Images Nov 3, 2023 Attribute Self-Supervised Learning
Code Code Available Contextually Affinitive Neighborhood Refinery for Deep Clustering Dec 12, 2023 Clustering Deep Clustering
Code Code Available A Simple Baseline for Low-Budget Active Learning Oct 22, 2021 Active Learning image-classification
Code Code Available Context Matters: Graph-based Self-supervised Representation Learning for Medical Images Dec 11, 2020 Anatomy Representation Learning
Code Code Available A simple, efficient and scalable contrastive masked autoencoder for learning visual representations Oct 30, 2022 Contrastive Learning Self-Supervised Learning
Code Code Available Continual Learning, Fast and Slow Sep 6, 2022 Continual Learning Hippocampus
Code Code Available Container: Context Aggregation Networks Dec 1, 2021 Inductive Bias Instance Segmentation
Code Code Available Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models May 16, 2025 Self-Supervised Learning
Code Code Available CounTR: Transformer-based Generalised Visual Counting Aug 29, 2022 Exemplar-Free Counting Object Counting
Code Code Available A Self-Correcting Sequential Recommender Mar 4, 2023 Self-Supervised Learning Sequential Recommendation
Code Code Available EXAONEPath 1.0 Patch-level Foundation Model for Pathology Aug 1, 2024 model Self-Supervised Learning
Code Code Available Consistent Explanations by Contrastive Learning Oct 1, 2021 Contrastive Learning Explainable artificial intelligence
Code Code Available Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous Driving Aug 24, 2022 Autonomous Driving Decision Making
Code Code Available Consistency-based Self-supervised Learning for Temporal Anomaly Localization Aug 10, 2022 Anomaly Detection In Surveillance Videos Anomaly Localization
Code Code Available ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms Feb 22, 2023 backdoor defense Self-Supervised Learning
Code Code Available Container: Context Aggregation Network Jun 2, 2021 Image Classification Inductive Bias
Code Code Available Context-Aware Sequence Alignment using 4D Skeletal Augmentation Apr 26, 2022 Hand Pose Estimation Mixed Reality
Code Code Available CrossTransformers: spatially-aware few-shot transfer Jul 22, 2020 Self-Supervised Learning
Code Code Available Crossway Diffusion: Improving Diffusion-based Visuomotor Policy via Self-supervised Learning Jul 4, 2023 Decoder Imitation Learning
Code Code Available CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations May 1, 2023 Contrastive Learning image-classification
Code Code Available CutPaste: Self-Supervised Learning for Anomaly Detection and Localization Apr 8, 2021 Anomaly Classification Anomaly Detection
Code Code Available A Study on Incorporating Whisper for Robust Speech Assessment Sep 22, 2023 Self-Supervised Learning
Code Code Available D2C: Diffusion-Decoding Models for Few-Shot Conditional Generation Dec 1, 2021 Conditional Image Generation Image Generation
Code Code Available DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning Nov 23, 2021 Self-Supervised Learning
Code Code Available A Surface Geometry Model for LiDAR Depth Completion Apr 17, 2021 Depth Completion Self-Supervised Learning
Code Code Available Contrastive Graph Learning for Population-based fMRI Classification Mar 26, 2022 Classification Functional Connectivity
Code Code Available Data-Efficient Contrastive Self-supervised Learning: Most Beneficial Examples for Supervised Learning Contribute the Least Feb 18, 2023 Contrastive Learning Open-Ended Question Answering
Code Code Available Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words Oct 29, 2021 Segmentation Self-Supervised Learning
Code Code Available Deciphering and integrating invariants for neural operator learning with various physical mechanisms Nov 24, 2023 Operator learning Self-Supervised Learning
Code Code Available Concept Generalization in Visual Representation Learning Dec 10, 2020 Representation Learning Self-Supervised Learning
Code Code Available Decoupled Contrastive Learning Oct 13, 2021 Contrastive Learning Self-Supervised Learning
Code Code Available A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends Jan 13, 2023 Self-Supervised Learning
Code Code Available Adversarial Self-Supervised Contrastive Learning Jun 13, 2020 Adversarial Attack Contrastive Learning
Code Code Available 3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity Challenge Dec 4, 2021 GPU Retrieval
Code Code Available Deep Unfolded Tensor Robust PCA with Self-supervised Learning Dec 21, 2022 Bayesian Optimization Self-Supervised Learning
Code Code Available A Survey of World Models for Autonomous Driving Jan 20, 2025 Anomaly Detection Autonomous Driving
Code Code Available Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning Apr 4, 2023 Data Poisoning Self-Supervised Learning
Code Code Available Benchmarking Pathology Feature Extractors for Whole Slide Image Classification Nov 20, 2023 Benchmarking image-classification
Code Code Available Delving Deep into the Generalization of Vision Transformers under Distribution Shifts Jun 14, 2021 Out-of-Distribution Generalization Self-Supervised Learning
Code Code Available A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation Aug 17, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images Jul 14, 2022 Contrastive Learning Saliency Detection
Code Code Available AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment Oct 2, 2024 Self-Supervised Learning zero-shot-classification
Code Code Available Comparing Self-Supervised Learning Techniques for Wearable Human Activity Recognition Apr 8, 2024 Activity Recognition Human Activity Recognition
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