Self-Supervised Learning

Symbolic Inductive Bias for Visually Grounded Learning of Spoken Language ACL 2019 SynDeMo: Synergistic Deep Feature Alignment for Joint Learning of Depth and Ego-Motion ICCV 2019 Tactical Rewind: Self-Correction via Backtracking in Vision-And-Language Navigation CVPR 2019 Task-Conditioned Variational Autoencoders for Learning Movement Primitives CoRL 2019 Temporal Cycle-Consistency Learning CVPR 2019 Temporally-Aware Acoustic Unit Discovery for Zerospeech 2019 Challenge Interspeech 2019 Text-based inference of moral sentiment change EMNLP 2019 Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension ACL 2019 The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives EMNLP 2019 The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers NeurIPS 2019 The Effects of Time Expansion on English as a Second Language Individuals Interspeech 2019 The Referential Reader: A Recurrent Entity Network for Anaphora Resolution ACL 2019 The Vowel System of Korebaju Interspeech 2019 Through-Wall Human Mesh Recovery Using Radio Signals ICCV 2019 Time-Conditioned Action Anticipation in One Shot CVPR 2019 Toward a Task of Feedback Comment Generation for Writing Learning EMNLP 2019 Towards augmenting crisis counselor training by improving message retrieval NAACL 2019 Towards Coherent and Cohesive Long-form Text Generation NAACL 2019 Towards Discriminative Representation Learning for Speech Emotion Recognition IJCAI 2019 Towards Fine-grained Text Sentiment Transfer ACL 2019 Towards Reliable Learning for High Stakes Applications AAAI 2019 Training Neural Networks with Local Error Signals ICML 2019 Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation EMNLP 2019 Transductive Auxiliary Task Self-Training for Neural Multi-Task Models EMNLP 2019 Tree Transformer: Integrating Tree Structures into Self-Attention EMNLP 2019