Deep Learning

Towards Effective Low-Bitwidth Convolutional Neural Networks CVPR 2018 Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron ICML 2018 Towards Fast Computation of Certified Robustness for ReLU Networks ICML 2018 Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization CVPR 2018 Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR 2018 Towards Image Understanding from Deep Compression Without Decoding ICLR 2018 Towards Neural Phrase-based Machine Translation ICLR 2018 Towards Open-Set Identity Preserving Face Synthesis CVPR 2018 Towards Opinion Summarization of Customer Reviews ACL 2018 Towards Pose Invariant Face Recognition in the Wild CVPR 2018 Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation AISTATS 2018 Towards Reverse-Engineering Black-Box Neural Networks ICLR 2018 Towards Robust and Privacy-preserving Text Representations ACL 2018 Towards Robust Detection of Adversarial Examples NeurIPS 2018 Towards Robust Interpretability with Self-Explaining Neural Networks NeurIPS 2018 Towards Robust Neural Machine Translation ACL 2018 Towards Semi-Supervised Learning for Deep Semantic Role Labeling EMNLP 2018 Towards Text Generation with Adversarially Learned Neural Outlines NeurIPS 2018 Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings MLHC 2018 Towards Universal Representation for Unseen Action Recognition CVPR 2018 TRAC-1 Shared Task on Aggression Identification: IIT(ISM)@COLING’18 COLING 2018 Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension NAACL 2018 Trainable Calibration Measures for Neural Networks from Kernel Mean Embeddings ICML 2018 Training and Inference with Integers in Deep Neural Networks ICLR 2018 Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data ACL 2018