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Self-Supervised Learning

3,224 papers

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Papers

Discovering Visual Patterns in Art Collections With Spatially-Consistent Feature Learning CVPR 2019
You Reap What You Sow: Using Videos to Generate High Precision Object Proposals for Weakly-Supervised Object Detection CVPR 2019
ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features CVPR 2019
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation CVPR 2019
Learning Monocular Depth Estimation Infusing Traditional Stereo Knowledge CVPR 2019
Self-Supervised Spatiotemporal Learning via Video Clip Order Prediction CVPR 2019
Self-Supervised Representation Learning by Rotation Feature Decoupling CVPR 2019
Cross-Modal Self-Attention Network for Referring Image Segmentation CVPR 2019
Practical Full Resolution Learned Lossless Image Compression CVPR 2019
Fast, Diverse and Accurate Image Captioning Guided by Part-Of-Speech CVPR 2019
FML: Face Model Learning From Videos CVPR 2019
Self-Supervised 3D Hand Pose Estimation Through Training by Fitting CVPR 2019
Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation CVPR 2019
Self-Supervised Representation Learning From Videos for Facial Action Unit Detection CVPR 2019
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors CVPR 2019
Path-Invariant Map Networks CVPR 2019
Large-Scale Weakly-Supervised Pre-Training for Video Action Recognition CVPR 2019
Self-Supervised GANs via Auxiliary Rotation Loss CVPR 2019
Improving Relation Extraction with Knowledge-attention EMNLP 2019
Tree Transformer: Integrating Tree Structures into Self-Attention EMNLP 2019
Neural Duplicate Question Detection without Labeled Training Data EMNLP 2019
Multi-Granularity Representations of Dialog EMNLP 2019
A Discrete CVAE for Response Generation on Short-Text Conversation EMNLP 2019
“Transforming” Delete, Retrieve, Generate Approach for Controlled Text Style Transfer EMNLP 2019
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization EMNLP 2019