Efficient Computing

Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers JMLR 2020 GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding ICLR 2020 GrappaNet: Combining Parallel Imaging With Deep Learning for Multi-Coil MRI Reconstruction CVPR 2020 GreedyNAS: Towards Fast One-Shot NAS With Greedy Supernet CVPR 2020 Grid-GCN for Fast and Scalable Point Cloud Learning CVPR 2020 GRUEN for Evaluating Linguistic Quality of Generated Text EMNLP 2020 HABERTOR: An Efficient and Effective Deep Hatespeech Detector EMNLP 2020 Harmonious Coexistence of Structured Weight Pruning and Ternarization for Deep Neural Networks AAAI 2020 HAT: Hardware-Aware Transformers for Efficient Natural Language Processing ACL 2020 HDK: Toward High-Performance Deep-Learning-Based Kirchhoff Analysis AAAI 2020 Hearing-Impaired Bio-Inspired Cochlear Models for Real-Time Auditory Applications Interspeech 2020 High-dimensional quantile tensor regression JMLR 2020 High Performance Depthwise and Pointwise Convolutions on Mobile Devices AAAI 2020 High Performance Natural Language Processing EMNLP 2020 High-Throughput Synchronous Deep RL NeurIPS 2020 HiLLoC: lossless image compression with hierarchical latent variable models ICLR 2020 HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees OSDI 2020 How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization ICML 2020 HRank: Filter Pruning Using High-Rank Feature Map CVPR 2020 Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering Interspeech 2020 Hyperparameter Ensembles for Robustness and Uncertainty Quantification NeurIPS 2020 HyperSTAR: Task-Aware Hyperparameters for Deep Networks CVPR 2020 ILFO: Adversarial Attack on Adaptive Neural Networks CVPR 2020 Image Formation Model Guided Deep Image Super-Resolution AAAI 2020 Improved Subsampled Randomized Hadamard Transform for Linear SVM AAAI 2020