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Self-Supervised Learning

96 directly classified papers

Papers per year

Papers

SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images CVPR 2023
Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks CVPR 2023
EventNeRF: Neural Radiance Fields From a Single Colour Event Camera CVPR 2023
Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data CVPR 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022
Learning to Retrieve Passages without Supervision NAACL 2022
Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels WACV 2022
Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022
Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022
Associating Objects and Their Effects in Video through Coordination Games NIPS 2022
Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration ACL 2022
Hierarchical Self-Supervised Representation Learning for Movie Understanding CVPR 2022
Self-Supervised Learning Through Efference Copies NIPS 2022
Improving Intrinsic Exploration with Language Abstractions NIPS 2022
Self-supervised Multi-view Stereo via Effective Co-Segmentation and Data-Augmentation AAAI 2021
SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning AAAI 2021
Distilling Localization for Self-Supervised Representation Learning AAAI 2021
Whitening for Self-Supervised Representation Learning ICML 2021
SUPERB: Speech Processing Universal PERformance Benchmark INTERSPEECH 2021
Pedestrian and Ego-Vehicle Trajectory Prediction From Monocular Camera CVPR 2021
Benchmarking Representation Learning for Natural World Image Collections CVPR 2021
Self-Supervised Learning of Long-Horizon Manipulation Tasks with Finite-State Task Machines L4DC 2021
SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency NIPS 2021
TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images ICCV 2021