A Self-supervised Method for Entity Alignment Jun 17, 2021 Contrastive Learning Entity Alignment
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 Boundary-aware Self-supervised Learning for Video Scene Segmentation Jan 14, 2022 Scene Segmentation Self-Supervised Learning
Code Code Available 5 Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation May 2, 2022 Anatomy Clustering
Code Code Available 5 Broken Neural Scaling Laws Oct 26, 2022 Adversarial Robustness Continual Learning
Code Code Available 5 Broaden Your Views for Self-Supervised Video Learning Mar 30, 2021 Audio Classification Optical Flow Estimation
Code Code Available 5 A Simple and Efficient Baseline for Data Attribution on Images Nov 3, 2023 Attribute Self-Supervised Learning
Code Code Available 5 Blockwise Self-Supervised Learning at Scale Feb 3, 2023 Self-Supervised Learning
Code Code Available 5 A Simple Baseline for Low-Budget Active Learning Oct 22, 2021 Active Learning image-classification
Code Code Available 5 A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification Sep 5, 2020 Contrastive Learning Person Re-Identification
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 Mitigating Memorization of Noisy Labels via Regularization between Representations Oct 18, 2021 Learning with noisy labels Memorization
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 Delving Deep into the Generalization of Vision Transformers under Distribution Shifts Jun 14, 2021 Out-of-Distribution Generalization Self-Supervised Learning
Code Code Available 5 BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation Mar 11, 2021 Representation Learning Self-Supervised Learning
Code Code Available 5 Self-supervised Learning from a Multi-view Perspective Jun 10, 2020 Image Captioning Language Modelling
Code Code Available 5 EXAONEPath 1.0 Patch-level Foundation Model for Pathology Aug 1, 2024 model Self-Supervised Learning
Code Code Available 5 BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity Jun 18, 2024 Contrastive Learning Language Modelling
Code Code Available 5 A Self-Correcting Sequential Recommender Mar 4, 2023 Self-Supervised Learning Sequential Recommendation
Code Code Available 5 Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning Dec 11, 2024 Representation Learning Self-Supervised 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 DeiT III: Revenge of the ViT Apr 14, 2022 Data Augmentation image-classification
Code Code Available 5 Boosting Contrastive Self-Supervised Learning with False Negative Cancellation Nov 23, 2020 Contrastive Learning Representation Learning
Code Code Available 5 COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning Jan 15, 2021 Benchmarking Misinformation
Code Code Available 5 Can Vision Transformers Learn without Natural Images? Mar 24, 2021 Fairness Self-Supervised Learning
Code Code Available 5 CASS: Cross Architectural Self-Supervision for Medical Image Analysis Jun 8, 2022 Classification Medical Image Analysis
Code Code Available 5 CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Jun 16, 2022 2D Semantic Segmentation Autonomous Driving
Code Code Available 5 A Study on Incorporating Whisper for Robust Speech Assessment Sep 22, 2023 Self-Supervised Learning
Code Code Available 5 Causal Unsupervised Semantic Segmentation Oct 11, 2023 Causal Inference Prediction
Code Code Available 5 CCGL: Contrastive Cascade Graph Learning Jul 27, 2021 Data Augmentation Graph Learning
Code Code Available 5 A Surface Geometry Model for LiDAR Depth Completion Apr 17, 2021 Depth Completion Self-Supervised Learning
Code Code Available 5 Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains May 13, 2024 Inductive Bias Representation Learning
Code Code Available 5 Bootstrap your own latent: A new approach to self-supervised Learning Jun 13, 2020 Image Classification Linear evaluation
Code Code Available 5 Charting the Right Manifold: Manifold Mixup for Few-shot Learning Jul 28, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Chasing Clouds: Differentiable Volumetric Rasterisation of Point Clouds as a Highly Efficient and Accurate Loss for Large-Scale Deformable 3D Registration Jan 1, 2023 Self-Supervised Learning
Code Code Available 5 Civil Rephrases Of Toxic Texts With Self-Supervised Transformers Feb 1, 2021 Denoising Self-Supervised Learning
Code Code Available 5 Contrastive Neural Processes for Self-Supervised Learning Oct 24, 2021 Contrastive Learning Data Augmentation
Code Code Available 5 A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends Jan 13, 2023 Self-Supervised Learning
Code Code Available 5 DeLoRes: Decorrelating Latent Spaces for Low-Resource Audio Representation Learning Mar 25, 2022 Representation Learning Self-Supervised Learning
Code Code Available 5 3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity Challenge Dec 4, 2021 GPU Retrieval
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 Survey of World Models for Autonomous Driving Jan 20, 2025 Anomaly Detection Autonomous Driving
Code Code Available 5 An Embarrassingly Simple Backdoor Attack on Self-supervised Learning Oct 13, 2022 Adversarial Robustness Backdoor Attack
Code Code Available 5 Differentiable Raycasting for Self-supervised Occupancy Forecasting Oct 4, 2022 Autonomous Driving Motion Planning
Code Code Available 5 CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP Oct 21, 2021 Contrastive Learning Self-Supervised Learning
Code Code Available 5 A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation Aug 17, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available 5 Bidirectional Learning for Domain Adaptation of Semantic Segmentation Apr 24, 2019 Domain Adaptation Image Segmentation
Code Code Available 5 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 5 Adversarial Self-Supervised Contrastive Learning Jun 13, 2020 Adversarial Attack Contrastive Learning
Code Code Available 5 