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Self-Supervised Learning

100 papers

Papers per year

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Papers

Pedestrian and Ego-Vehicle Trajectory Prediction From Monocular Camera CVPR 2021
Benchmarking Representation Learning for Natural World Image Collections CVPR 2021
TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images ICCV 2021
Whitening for Self-Supervised Representation Learning ICML 2021
SUPERB: Speech Processing Universal PERformance Benchmark INTERSPEECH 2021
Self-Supervised Learning of Long-Horizon Manipulation Tasks with Finite-State Task Machines L4DC 2021
Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems NIPS 2020
Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification AAAI 2020
Self-Learning With Rectification Strategy for Human Parsing CVPR 2020
Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks CVPR 2020
Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020
COVID-19 Surveillance through Twitter using Self-Supervised and Few Shot Learning EMNLP 2020
Self-supervised Label Augmentation via Input Transformations ICML 2020
Learning Compound Tasks without Task-specific Knowledge via Imitation and Self-supervised Learning ICML 2020
Planning to Explore via Self-Supervised World Models ICML 2020
The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units INTERSPEECH 2020
Demo: Learning to Perceive Long-Range Obstacles Using Self-Supervision from Short-Range Sensors AAAI 2019
Self-Supervised Learning for Contextualized Extractive Summarization ACL 2019
MVF-Net: Multi-View 3D Face Morphable Model Regression CVPR 2019
Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry CVPR 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP 2019
Unsupervised Procedure Learning via Joint Dynamic Summarization ICCV 2019
Learning to Play With Intrinsically-Motivated, Self-Aware Agents NIPS 2018
Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning INTERSPEECH 2018
Unspeech: Unsupervised Speech Context Embeddings INTERSPEECH 2018