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Efficient Computing

1253 directly classified papers

Papers per year

Papers

SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization CVPR 2019
Importance Estimation for Neural Network Pruning CVPR 2019
End-To-End Efficient Representation Learning via Cascading Combinatorial Optimization CVPR 2019
ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation CVPR 2019
Efficient Neural Network Compression CVPR 2019
In Defense of Pre-Trained ImageNet Architectures for Real-Time Semantic Segmentation of Road-Driving Images CVPR 2019
Logistic Regression on Homomorphic Encrypted Data at Scale AAAI 2019
Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing AAAI 2019
Projection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation AAAI 2019
Active Mini-Batch Sampling Using Repulsive Point Processes AAAI 2019
Balanced Sparsity for Efficient DNN Inference on GPU AAAI 2019
Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks AAAI 2019
Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence AAAI 2019
Super Sparse Convolutional Neural Networks AAAI 2019
Divide and Conquer for Full-Resolution Light Field Deblurring CVPR 2018
Fast Spectral Ranking for Similarity Search CVPR 2018
Beyond Trade-Off: Accelerate FCN-Based Face Detector With Higher Accuracy CVPR 2018
Optimizing Video Object Detection via a Scale-Time Lattice CVPR 2018
Learning Compressible 360° Video Isomers CVPR 2018
ClcNet: Improving the Efficiency of Convolutional Neural Network Using Channel Local Convolutions CVPR 2018
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR 2018
SBNet: Sparse Blocks Network for Fast Inference CVPR 2018
BlockDrop: Dynamic Inference Paths in Residual Networks CVPR 2018
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR 2018
Detail-Preserving Pooling in Deep Networks CVPR 2018