Self-Supervised Learning

Probabilistic Semantic Inpainting with Pixel Constrained CNNs AISTATS 2019 Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis ACL 2019 Putting An End to End-to-End: Gradient-Isolated Learning of Representations NeurIPS 2019 Pyramid Memory Block and Timestep Attention for Speech Emotion Recognition Interspeech 2019 RANet: Ranking Attention Network for Fast Video Object Segmentation ICCV 2019 Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs NAACL 2019 Rare Event Detection Using Disentangled Representation Learning CVPR 2019 Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension ACL 2019 Re-examination of the Role of Latent Variables in Sequence Modeling NeurIPS 2019 Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation CVPR 2019 Regularizing Trajectory Optimization with Denoising Autoencoders NeurIPS 2019 Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation CVPR 2019 Relational Action Forecasting CVPR 2019 RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes ICCV 2019 Restoring ancient text using deep learning: a case study on Greek epigraphy EMNLP 2019 Revisiting Self-Supervised Visual Representation Learning CVPR 2019 R-Vectors: New Technique for Adaptation to Room Acoustics Interspeech 2019 S4L: Self-Supervised Semi-Supervised Learning ICCV 2019 Salient Speech Representations Based on Cloned Networks Interspeech 2019 Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems EMNLP 2019 Scaling and Benchmarking Self-Supervised Visual Representation Learning ICCV 2019 Scheduled Sampling for Transformers ACL 2019 SciBERT: A Pretrained Language Model for Scientific Text EMNLP 2019 SCOPS: Self-Supervised Co-Part Segmentation CVPR 2019 Second-Order Non-Local Attention Networks for Person Re-Identification ICCV 2019