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Efficient Computing

1253 directly classified papers

Papers per year

Papers

Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions CVPR 2018
NISP: Pruning Networks Using Neuron Importance Score Propagation CVPR 2018
Spatially-Adaptive Filter Units for Deep Neural Networks CVPR 2018
Self-Governing Neural Networks for On-Device Short Text Classification EMNLP 2018
Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks EMNLP 2018
Speeding Up Neural Machine Translation Decoding by Cube Pruning EMNLP 2018
Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP 2018
Simple Recurrent Units for Highly Parallelizable Recurrence EMNLP 2018
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++ EMNLP 2018
Scaling Neural Machine Translation EMNLP 2018
DNN Multimodal Fusion Techniques for Predicting Video Sentiment ACL 2018
OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models ACL 2018
Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP ACL 2018
Marian: Cost-effective High-Quality Neural Machine Translation in C++ ACL 2018
OpenNMT System Description for WNMT 2018: 800 words/sec on a single-core CPU ACL 2018
Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization CVPR 2018
Recurrent Residual Module for Fast Inference in Videos CVPR 2018
Fast End-to-End Trainable Guided Filter CVPR 2018
Real-Time Rotation-Invariant Face Detection With Progressive Calibration Networks CVPR 2018
xUnit: Learning a Spatial Activation Function for Efficient Image Restoration CVPR 2018
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference CVPR 2018
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR 2018
GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration NIPS 2018
Modular Networks: Learning to Decompose Neural Computation NIPS 2018