Self-Supervised Learning

Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR 2018 Towards Synthesizing Complex Programs From Input-Output Examples ICLR 2018 Towards Temporal Modelling of Categorical Speech Emotion Recognition Interspeech 2018 Trading robust representations for sample complexity through self-supervised visual experience NeurIPS 2018 Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL 2018 Unspeech: Unsupervised Speech Context Embeddings Interspeech 2018 Unsupervised Representation Learning by Predicting Image Rotations ICLR 2018 Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System NAACL 2018 Variational Inference and Deep Generative Models ACL 2018 Visual Grounding via Accumulated Attention CVPR 2018 Visual Question Generation as Dual Task of Visual Question Answering CVPR 2018 Visual Speech Enhancement Interspeech 2018 Watch Your Step: Learning Node Embeddings via Graph Attention NeurIPS 2018 Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module ACL 2018 YNU-HPCC at SemEval-2018 Task 1: BiLSTM with Attention based Sentiment Analysis for Affect in Tweets SemEval 2018 3DMatch: Learning Local Geometric Descriptors From RGB-D Reconstructions CVPR 2017 ActionVLAD: Learning Spatio-Temporal Aggregation for Action Classification CVPR 2017 Adaptive Semantic Compositionality for Sentence Modelling IJCAI 2017 A Deep Neural Network for Chinese Zero Pronoun Resolution IJCAI 2017 Adversarial Auto-Encoders for Speech Based Emotion Recognition Interspeech 2017 A Generative Attentional Neural Network Model for Dialogue Act Classification ACL 2017 AMC: Attention guided Multi-modal Correlation Learning for Image Search CVPR 2017 An Insight Extraction System on BioMedical Literature with Deep Neural Networks EMNLP 2017 A Note Based Query By Humming System Using Convolutional Neural Network Interspeech 2017 A Robust Voiced/Unvoiced Phoneme Classification from Whispered Speech Using the ‘Color’ of Whispered Phonemes and Deep Neural Network Interspeech 2017