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Efficient Computing

6876 directly classified papers

Papers per year

Papers

TETRIS: TilE-matching the TRemendous Irregular Sparsity NIPS 2018
Dithered Quantization for Frequency-Domain Speech and Audio Coding INTERSPEECH 2018
Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices NIPS 2018
NestedNet: Learning Nested Sparse Structures in Deep Neural Networks CVPR 2018
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR 2018
Scaling Neural Machine Translation EMNLP 2018
Self-Governing Neural Networks for On-Device Short Text Classification EMNLP 2018
Guide Me: Interacting With Deep Networks CVPR 2018
SNIPER: Efficient Multi-Scale Training NIPS 2018
Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization INTERSPEECH 2018
Music Source Activity Detection and Separation Using Deep Attractor Network INTERSPEECH 2018
Exploring Recombination for Efficient Decoding of Neural Machine Translation EMNLP 2018
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL 2018
Blockwise Parallel Decoding for Deep Autoregressive Models NIPS 2018
A Simple Cache Model for Image Recognition NIPS 2018
Attention-based End-to-End Models for Small-Footprint Keyword Spotting INTERSPEECH 2018
Structured Word Embedding for Low Memory Neural Network Language Model INTERSPEECH 2018
Deep Learning Under Privileged Information Using Heteroscedastic Dropout CVPR 2018
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation CVPR 2018
HydraNets: Specialized Dynamic Architectures for Efficient Inference CVPR 2018
Feature Quantization for Defending Against Distortion of Images CVPR 2018
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR 2018
Towards Effective Low-Bitwidth Convolutional Neural Networks CVPR 2018
GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration NIPS 2018
CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization CVPR 2018