conftrace_
← Optimization & Theory
Deep Learning › Optimization & Theory ›

Efficient Computing

1,579 papers

Papers per year

7
135
322
'15
'20
'25

Papers

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
Temporal Noise Shaping with Companding INTERSPEECH 2018
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions NIPS 2017
Selective Classification for Deep Neural Networks NIPS 2017
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks NIPS 2017
QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding NIPS 2017
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NIPS 2017
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains NIPS 2017
Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks NIPS 2017
Towards Accurate Binary Convolutional Neural Network NIPS 2017
On-the-fly Operation Batching in Dynamic Computation Graphs NIPS 2017
Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems NIPS 2017
The Reversible Residual Network: Backpropagation Without Storing Activations NIPS 2017
NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks ACML 2017
Local Binary Convolutional Neural Networks CVPR 2017
SGM-Nets: Semi-Global Matching With Neural Networks CVPR 2017
Deep Roots: Improving CNN Efficiency With Hierarchical Filter Groups CVPR 2017
Xception: Deep Learning With Depthwise Separable Convolutions CVPR 2017
HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos CVPR 2017
OctNet: Learning Deep 3D Representations at High Resolutions CVPR 2017
Seeing Into Darkness: Scotopic Visual Recognition CVPR 2017
Fast Person Re-Identification via Cross-Camera Semantic Binary Transformation CVPR 2017