self-supervised learning

BEiT: BERT Pre-Training of Image Transformers ICLR 2022 BEVT: BERT Pretraining of Video Transformers CVPR 2022 Beyond Learning Features: Training a Fully-Functional Classifier with ZERO Instance-Level Labels AAAI 2022 Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement CVPR 2022 Blind2Unblind: Self-Supervised Image Denoising With Visible Blind Spots CVPR 2022 Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022 Boosting Contrastive Self-Supervised Learning With False Negative Cancellation WACV 2022 Boosting Self-Supervised Embeddings for Speech Enhancement Interspeech 2022 Bootstrapping Informative Graph Augmentation via A Meta Learning Approach IJCAI 2022 Brain-Supervised Image Editing CVPR 2022 Breathing Freely: Self-supervised Liver T1rho Mapping from A Single T1rho-weighted Image MIDL 2022 Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning NeurIPS 2022 Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech AAAI 2022 BYOL-Explore: Exploration by Bootstrapped Prediction NeurIPS 2022 CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging MIDL 2022 Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis AISTATS 2022 Can Semantic Labels Assist Self-Supervised Visual Representation Learning? AAAI 2022 Can Vision Transformers Learn without Natural Images? AAAI 2022 CAPRI-Net: Learning Compact CAD Shapes With Adaptive Primitive Assembly CVPR 2022 CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning IJCAI 2022 CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data NAACL 2022 CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022 Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap ICLR 2022 Chess as a Testbed for Language Model State Tracking AAAI 2022 Chitransformer: Towards Reliable Stereo From Cues CVPR 2022