Efficient Computing

Robust Reference-Based Super-Resolution With Similarity-Aware Deformable Convolution CVPR 2020 Towards Learning Affine-Invariant Representations via Data-Efficient CNNs WACV 2020 Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks NeurIPS 2019 LADet: A Light-weight and Adaptive Network for Multi-scale Object Detection ACML 2019 MobiLipNet: Resource-Efficient Deep Learning Based Lipreading Interspeech 2019 Recurrent U-Net for Resource-Constrained Segmentation ICCV 2019 SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization CVPR 2019 Beyond Trade-Off: Accelerate FCN-Based Face Detector With Higher Accuracy CVPR 2018 BlockDrop: Dynamic Inference Paths in Residual Networks CVPR 2018 Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML 2018 Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018 Fast Dynamic Convolutional Neural Networks for Visual Tracking ACML 2018 Faster Neural Networks Straight from JPEG NeurIPS 2018 Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks IJCAI 2018 Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization CVPR 2018 On Compressing Deep Models by Low Rank and Sparse Decomposition CVPR 2017 Scale-Aware Face Detection CVPR 2017 ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks Using Angle Sensitive Pixels CVPR 2016 CNNpack: Packing Convolutional Neural Networks in the Frequency Domain NeurIPS 2016 Fixed Point Quantization of Deep Convolutional Networks ICML 2016 Cascaded Sparse Spatial Bins for Efficient and Effective Generic Object Detection ICCV 2015 FASText: Efficient Unconstrained Scene Text Detector ICCV 2015 Fast Orthogonal Projection Based on Kronecker Product ICCV 2015 Hardware Compliant Approximate Image Codes CVPR 2015 Computationally Efficient Regression on a Dependency Graph for Human Pose Estimation CVPR 2013