Efficient Computing

Explicit Gradient Learning for Black-Box Optimization ICML 2020 FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions CVPR 2020 Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data ICML 2020 HyperSTAR: Task-Aware Hyperparameters for Deep Networks CVPR 2020 Instance-Wise Dynamic Sensor Selection for Human Activity Recognition AAAI 2020 Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty UAI 2020 Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition Interspeech 2020 Lite Transformer with Long-Short Range Attention ICLR 2020 Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection Interspeech 2020 MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning CVPR 2020 MoBiNet: A Mobile Binary Network for Image Classification WACV 2020 Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio CVPR 2020 New Efficient Multi-Spike Learning for Fast Processing and Robust Learning AAAI 2020 Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning NeurIPS 2020 OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression CVPR 2020 PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices AAAI 2020 PyGlove: Symbolic Programming for Automated Machine Learning NeurIPS 2020 Reformer: The Efficient Transformer ICLR 2020 RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network CVPR 2020 RTN: Reparameterized Ternary Network AAAI 2020 Searching to Exploit Memorization Effect in Learning with Noisy Labels ICML 2020 Search Tree Pruning for Progressive Neural Architecture Search (Student Abstract) AAAI 2020 Semi-Supervised Neural Architecture Search NeurIPS 2020 SGAS: Sequential Greedy Architecture Search CVPR 2020 Soft Threshold Ternary Networks IJCAI 2020