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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry CVPR 2019
A Perceptual Prediction Framework for Self Supervised Event Segmentation CVPR 2019
Path-Specific Counterfactual Fairness AAAI 2019
Deep Robust Unsupervised Multi-Modal Network AAAI 2019
Open Domain Event Extraction Using Neural Latent Variable Models ACL 2019
Temporal Cycle-Consistency Learning CVPR 2019
Self-Supervised Learning via Conditional Motion Propagation CVPR 2019
Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning CVPR 2019
SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next AAAI 2019
Incorporating Structured Commonsense Knowledge in Story Completion AAAI 2019
Multi-Source Neural Variational Inference AAAI 2019
Spatially Invariant Unsupervised Object Detection with Convolutional Neural Networks AAAI 2019
Improving Neural Conversational Models with Entropy-Based Data Filtering ACL 2019
Unsupervised Cross-Lingual Representation Learning ACL 2019
Improving Precision of Grammatical Error Correction with a Cheat Sheet ACL 2019
Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data ACL 2019
Scalable Recollections for Continual Lifelong Learning AAAI 2019
Biomedical Image Segmentation via Representative Annotation AAAI 2019
Adversarial Unsupervised Representation Learning for Activity Time-Series AAAI 2019
ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features CVPR 2019
Practical Full Resolution Learned Lossless Image Compression CVPR 2019
Fast, Diverse and Accurate Image Captioning Guided by Part-Of-Speech CVPR 2019
Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation CVPR 2019
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors CVPR 2019
An Unsupervised Autoregressive Model for Speech Representation Learning INTERSPEECH 2019