Deep Learning

Accumulation Bit-Width Scaling For Ultra-Low Precision Training Of Deep Networks ICLR 2019 ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search AAAI 2019 A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis EMNLP 2019 Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation EMNLP 2019 A Closed-Form Solution to Universal Style Transfer ICCV 2019 A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification EMNLP 2019 ACM: Adaptive Cross-Modal Graph Convolutional Neural Networks for RGB-D Scene Recognition AAAI 2019 ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks ICCV 2019 A-CNN: Annularly Convolutional Neural Networks on Point Clouds CVPR 2019 A Compact Embedding for Facial Expression Similarity CVPR 2019 A Comparative Analysis of Expected and Distributional Reinforcement Learning AAAI 2019 A Comparison of Deep Learning Methods for Language Understanding Interspeech 2019 A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics ACL 2019 A Comparison on Fine-grained Pre-trained Embeddings for the WMT19Chinese-English News Translation Task ACL 2019 A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation Interspeech 2019 A Condition Number for Joint Optimization of Cycle-Consistent Networks NeurIPS 2019 A Content Transformation Block for Image Style Transfer CVPR 2019 A Contrastive Divergence for Combining Variational Inference and MCMC ICML 2019 A Convergence Theory for Deep Learning via Over-Parameterization ICML 2019 A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks NeurIPS 2019 A Convolutional Neural Network with Non-Local Module for Speech Enhancement Interspeech 2019 A Corpus for Reasoning about Natural Language Grounded in Photographs ACL 2019 A coupled autoencoder approach for multi-modal analysis of cell types NeurIPS 2019 Acoustic Scene Classification with Mismatched Devices Using CliqueNets and Mixup Data Augmentation Interspeech 2019 Acoustic-to-Word Models with Conversational Context Information NAACL 2019