Self-Supervised Learning

Offline Meta-Reinforcement Learning with Online Self-Supervision ICML 2022 OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds NeurIPS 2022 OLALA: Object-Level Active Learning for Efficient Document Layout Annotation EMNLP 2022 Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning ICML 2022 On Learning Contrastive Representations for Learning With Noisy Labels CVPR 2022 Online Deep Equilibrium Learning for Regularization by Denoising NeurIPS 2022 On Mixup Regularization JMLR 2022 On the Importance of Asymmetry for Siamese Representation Learning CVPR 2022 On the Road to Online Adaptation for Semantic Image Segmentation CVPR 2022 OntoProtein: Protein Pretraining With Gene Ontology Embedding ICLR 2022 OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages ACL 2022 Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling CVPR 2022 Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise Affinity CVPR 2022 Palm up: Playing in the Latent Manifold for Unsupervised Pretraining NeurIPS 2022 Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation CVPR 2022 Patch-Level Representation Learning for Self-Supervised Vision Transformers CVPR 2022 PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022 Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition AAAI 2022 Perturbed and Strict Mean Teachers for Semi-Supervised Semantic Segmentation CVPR 2022 PlaceNet: Neural Spatial Representation Learning with Multimodal Attention IJCAI 2022 PLAD: Learning To Infer Shape Programs With Pseudo-Labels and Approximate Distributions CVPR 2022 PNP: Robust Learning From Noisy Labels by Probabilistic Noise Prediction CVPR 2022 Point-BERT: Pre-Training 3D Point Cloud Transformers With Masked Point Modeling CVPR 2022 Point Cloud Pre-Training With Natural 3D Structures CVPR 2022 Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training NeurIPS 2022