CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning Nov 15, 2022 Backdoor Attack Contrastive Learning
Code Code Available PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Nov 14, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets Nov 14, 2022 Automatic Speech Recognition Multi-Task Learning
Code Code Available Stain-invariant self supervised learning for histopathology image analysis Nov 14, 2022 Classification Self-Supervised Learning
Code Code Available Learning from partially labeled data for multi-organ and tumor segmentation Nov 13, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video Retrieval Nov 10, 2022 Retrieval Self-Supervised Learning
Code Code Available miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings Nov 9, 2022 Contrastive Learning Few-Shot Learning
Code Code Available On Web-based Visual Corpus Construction for Visual Document Understanding Nov 7, 2022 document understanding Optical Character Recognition (OCR)
Code Code Available data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setup Nov 2, 2022 Automatic Speech Recognition (ASR) Language Modeling
Code Code Available SLICER: Learning universal audio representations using low-resource self-supervised pre-training Nov 2, 2022 Audio Classification Clustering
Code Code Available MAST: Multiscale Audio Spectrogram Transformers Nov 2, 2022 Audio Classification Keyword Spotting
Code Code Available Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing Nov 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Self-supervised Character-to-Character Distillation for Text Recognition Nov 1, 2022 Data Augmentation Representation Learning
Code Code Available Rethinking Low-level Features for Interest Point Detection and Description Nov 1, 2022 Homography Estimation Interest Point Detection
Code Code Available Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation Oct 31, 2022 Self-Supervised Learning Semantic Segmentation
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 Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis Oct 28, 2022 Knowledge Distillation Self-Supervised Learning
Code Code Available Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models Oct 27, 2022 Image Segmentation Language Modelling
Code Code Available Facial Video-based Remote Physiological Measurement via Self-supervised Learning Oct 27, 2022 Heart Rate Variability Photoplethysmography (PPG)
Code Code Available Multitask Detection of Speaker Changes, Overlapping Speech and Voice Activity Using wav2vec 2.0 Oct 26, 2022 Action Detection Activity Detection
Code Code Available Broken Neural Scaling Laws Oct 26, 2022 Adversarial Robustness Continual Learning
Code Code Available MOFormer: Self-Supervised Transformer model for Metal-Organic Framework Property Prediction Oct 25, 2022 Property Prediction Self-Supervised Learning
Code Code Available Contrastive Representation Learning for Gaze Estimation Oct 24, 2022 Contrastive Learning Data Augmentation
Code Code Available Self-supervised Sparse Representation for Video Anomaly Detection Oct 23, 2022 Anomaly Detection Anomaly Detection In Surveillance Videos
Code Code Available Neural Eigenfunctions Are Structured Representation Learners Oct 23, 2022 Contrastive Learning Data Augmentation
Code Code Available Evidence of Vocal Tract Articulation in Self-Supervised Learning of Speech Oct 21, 2022 Self-Supervised Learning
Code Code Available Towards Sustainable Self-supervised Learning Oct 20, 2022 Object Detection Relation
Code Code Available SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading Oct 20, 2022 Contrastive Learning Diabetic Retinopathy Grading
Code Code Available Self-Supervised Learning via Maximum Entropy Coding Oct 20, 2022 Instance Segmentation object-detection
Code Code Available Does Learning from Decentralized Non-IID Unlabeled Data Benefit from Self Supervision? Oct 20, 2022 Contrastive Learning Representation Learning
Code Code Available Self-Supervised Learning with Masked Image Modeling for Teeth Numbering, Detection of Dental Restorations, and Instance Segmentation in Dental Panoramic Radiographs Oct 20, 2022 Instance Segmentation Self-Supervised Learning
Code Code Available Anomaly Detection Requires Better Representations Oct 19, 2022 3D Anomaly Detection and Segmentation Anomaly Detection
Code Code Available Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning Oct 17, 2022 Contrastive Learning image-classification
Code Code Available Unifying Graph Contrastive Learning with Flexible Contextual Scopes Oct 17, 2022 Contrastive Learning Graph Representation Learning
Code Code Available Sentence Representation Learning with Generative Objective rather than Contrastive Objective Oct 16, 2022 Representation Learning Reranking
Code Code Available How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders Oct 15, 2022 Contrastive Learning Self-Supervised Learning
Code Code Available H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection Oct 13, 2022 All Autonomous Driving
Code Code Available Visual Reinforcement Learning with Self-Supervised 3D Representations Oct 13, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild Oct 13, 2022 6D Pose Estimation 6D Pose Estimation using RGB
Code Code Available An Embarrassingly Simple Backdoor Attack on Self-supervised Learning Oct 13, 2022 Adversarial Robustness Backdoor Attack
Code Code Available On the Utility of Self-supervised Models for Prosody-related Tasks Oct 13, 2022 Prosody Prediction Self-Supervised Learning
Code Code Available Masked Motion Encoding for Self-Supervised Video Representation Learning Oct 12, 2022 MME Optical Flow Estimation
Code Code Available Task Compass: Scaling Multi-task Pre-training with Task Prefix Oct 12, 2022 Common Sense Reasoning Data Augmentation
Code Code Available OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions Oct 11, 2022 image-classification Image Classification
Code Code Available APSNet: Attention Based Point Cloud Sampling Oct 11, 2022 3D Point Cloud Classification Knowledge Distillation
Code Code Available Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation Oct 10, 2022 EEG Electroencephalogram (EEG)
Code Code Available Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images Oct 9, 2022 Anomaly Detection Self-Supervised Learning
Code Code Available Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition Oct 8, 2022 Contrastive Learning Facial Expression Recognition
Code Code Available Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition Oct 7, 2022 Activity Recognition Dynamic Time Warping
Code Code Available An Investigation into Whitening Loss for Self-supervised Learning Oct 7, 2022 object-detection Object Detection
Code Code Available 