Self-Supervised Learning

SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images CVPR 2023 SMART: Self-supervised Multi-task pretrAining with contRol Transformers ICLR 2023 Spatial-Then-Temporal Self-Supervised Learning for Video Correspondence CVPR 2023 The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training AAAI 2023 The hidden uniform cluster prior in self-supervised learning ICLR 2023 What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations EMNLP 2023 Associating Objects and Their Effects in Video through Coordination Games NeurIPS 2022 Backdoor Defense via Decoupling the Training Process ICLR 2022 Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022 Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels WACV 2022 Hierarchical Self-Supervised Representation Learning for Movie Understanding CVPR 2022 Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data CVPR 2022 Improving Intrinsic Exploration with Language Abstractions NeurIPS 2022 Large-Scale Representation Learning on Graphs via Bootstrapping ICLR 2022 Learning to Retrieve Passages without Supervision NAACL 2022 Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022 Self-Supervised Learning Through Efference Copies NeurIPS 2022 SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022 SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training ICLR 2022 Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022 Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations ICLR 2022 Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration ACL 2022 Attention over Learned Object Embeddings Enables Complex Visual Reasoning NeurIPS 2021 Benchmarking Representation Learning for Natural World Image Collections CVPR 2021 Contrastive Neural Processes for Self-Supervised Learning ACML 2021