Efficient Computing

xUnit: Learning a Spatial Activation Function for Efficient Image Restoration CVPR 2018 A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation CVPR 2017 Deep Learning With Low Precision by Half-Wave Gaussian Quantization CVPR 2017 Deep Roots: Improving CNN Efficiency With Hierarchical Filter Groups CVPR 2017 EAST: An Efficient and Accurate Scene Text Detector CVPR 2017 ECO: Efficient Convolution Operators for Tracking CVPR 2017 Efficient Attention using a Fixed-Size Memory Representation EMNLP 2017 Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems NeurIPS 2017 Fast Person Re-Identification via Cross-Camera Semantic Binary Transformation CVPR 2017 Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks NeurIPS 2017 Geometric Loss Functions for Camera Pose Regression With Deep Learning CVPR 2017 HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos CVPR 2017 Local Binary Convolutional Neural Networks CVPR 2017 More Is Less: A More Complicated Network With Less Inference Complexity CVPR 2017 NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks ACML 2017 OctNet: Learning Deep 3D Representations at High Resolutions CVPR 2017 On Compressing Deep Models by Low Rank and Sparse Decomposition CVPR 2017 On-the-fly Operation Batching in Dynamic Computation Graphs NeurIPS 2017 QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding NeurIPS 2017 Real-Time Video Super-Resolution With Spatio-Temporal Networks and Motion Compensation CVPR 2017 Scalable Planning with Tensorflow for Hybrid Nonlinear Domains NeurIPS 2017 SchNet: A continuous-filter convolutional neural network for modeling quantum interactions NeurIPS 2017 Seeing Into Darkness: Scotopic Visual Recognition CVPR 2017 Selective Classification for Deep Neural Networks NeurIPS 2017 SGM-Nets: Semi-Global Matching With Neural Networks CVPR 2017