Application Areas

Gradient Sparsification for Communication-Efficient Distributed Optimization NeurIPS 2018 GradiVeQ: Vector Quantization for Bandwidth-Efficient Gradient Aggregation in Distributed CNN Training NeurIPS 2018 GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018 Gradually Updated Neural Networks for Large-Scale Image Recognition ICML 2018 Graviton: Trusted Execution Environments on GPUs OSDI 2018 GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking NeurIPS 2018 Growth-Optimal Portfolio Selection under CVaR Constraints AISTATS 2018 Guess Me if You Can: Acronym Disambiguation for Enterprises ACL 2018 Guide Me: Interacting With Deep Networks CVPR 2018 Hashing as Tie-Aware Learning to Rank CVPR 2018 HeLI-based Experiments in Swiss German Dialect Identification COLING 2018 Heterogeneous Bitwidth Binarization in Convolutional Neural Networks NeurIPS 2018 HexaConv ICLR 2018 HHU at SemEval-2018 Task 12: Analyzing an Ensemble-based Deep Learning Approach for the Argument Mining Task of Choosing the Correct Warrant SemEval 2018 High Performance Zero-Memory Overhead Direct Convolutions ICML 2018 High Resolution Feature Recovering for Accelerating Urban Scene Parsing IJCAI 2018 HitNet: Hybrid Ternary Recurrent Neural Network NeurIPS 2018 H-Net: Neural Network for Cross-domain Image Patch Matching IJCAI 2018 Hunting for Discriminatory Proxies in Linear Regression Models NeurIPS 2018 HydraNets: Specialized Dynamic Architectures for Efficient Inference CVPR 2018 Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization JMLR 2018 HyperTools: a Python Toolbox for Gaining Geometric Insights into High-Dimensional Data JMLR 2018 Identification of Parallel Sentences in Comparable Monolingual Corpora from Different Registers EMNLP 2018 Identifying Analogies Across Domains ICLR 2018 Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources ACL 2018