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Efficient Computing

6876 directly classified papers

Papers per year

Papers

AutoFocus: Efficient Multi-Scale Inference ICCV 2019
LegoNet: Efficient Convolutional Neural Networks with Lego Filters ICML 2019
Network Pruning via Transformable Architecture Search NIPS 2019
Sub-Band Convolutional Neural Networks for Small-Footprint Spoken Term Classification INTERSPEECH 2019
Space and Time Efficient Kernel Density Estimation in High Dimensions NIPS 2019
LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition NIPS 2019
A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation NIPS 2019
Stand-Alone Self-Attention in Vision Models NIPS 2019
Cost aware Inference for IoT Devices AISTATS 2019
Distributed Maximization of "Submodular plus Diversity" Functions for Multi-label Feature Selection on Huge Datasets AISTATS 2019
Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization ICML 2019
Lagrange Coded Computing: Optimal Design for Resiliency, Security, and Privacy AISTATS 2019
Collaborative Channel Pruning for Deep Networks ICML 2019
Compressing Gradient Optimizers via Count-Sketches ICML 2019
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation NIPS 2019
Towards Hardware-Aware Tractable Learning of Probabilistic Models NIPS 2019
Transfusion: Understanding Transfer Learning for Medical Imaging NIPS 2019
EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis ICML 2019
Temporal Convolution for Real-Time Keyword Spotting on Mobile Devices INTERSPEECH 2019
Re-randomized Densification for One Permutation Hashing and Bin-wise Consistent Weighted Sampling NIPS 2019
Polyphone Disambiguation for Mandarin Chinese Using Conditional Neural Network with Multi-Level Embedding Features INTERSPEECH 2019
Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification and Local Computations NIPS 2019
Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network ICCV 2019
Executing Instructions in Situated Collaborative Interactions IJCNLP 2019
Learning Programmatic Idioms for Scalable Semantic Parsing IJCNLP 2019