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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction CVPR 2019
Noise-Aware Unsupervised Deep Lidar-Stereo Fusion CVPR 2019
World From Blur CVPR 2019
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! ACL 2019
A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation ACL 2019
Topic-Aware Neural Keyphrase Generation for Social Media Language ACL 2019
Self-Supervised Learning for Contextualized Extractive Summarization ACL 2019
Visually Grounded Neural Syntax Acquisition ACL 2019
Robust Histopathology Image Analysis: To Label or to Synthesize? CVPR 2019
Incremental Object Learning From Contiguous Views CVPR 2019
Deep Multimodal Clustering for Unsupervised Audiovisual Learning CVPR 2019
You Reap What You Sow: Using Videos to Generate High Precision Object Proposals for Weakly-Supervised Object Detection CVPR 2019
Unsupervised Cross-Spectral Stereo Matching by Learning to Synthesize AAAI 2019
Video Action Transformer Network CVPR 2019
2.5D Visual Sound CVPR 2019
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition INTERSPEECH 2019
MixUp as Locally Linear Out-of-Manifold Regularization AAAI 2019
Deictic Image Mapping: An Abstraction for Learning Pose Invariant Manipulation Policies AAAI 2019
Self-Supervised Neural Machine Translation ACL 2019
Digging Into Self-Supervised Monocular Depth Estimation ICCV 2019
Demo: Learning to Perceive Long-Range Obstacles Using Self-Supervision from Short-Range Sensors AAAI 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation AAAI 2019
Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles AAAI 2019
Perceive Where to Focus: Learning Visibility-Aware Part-Level Features for Partial Person Re-Identification CVPR 2019
SCOPS: Self-Supervised Co-Part Segmentation CVPR 2019