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Efficient Computing

258 directly classified papers

Papers per year

Papers

Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization CVPR 2020
AANet: Adaptive Aggregation Network for Efficient Stereo Matching CVPR 2020
Neuromorphic Camera Guided High Dynamic Range Imaging CVPR 2020
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? EMNLP 2020
FastFormers: Highly Efficient Transformer Models for Natural Language Understanding EMNLP 2020
Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms AAAI 2020
Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods AAAI 2020
Deeply Learned Spectral Total Variation Decomposition NIPS 2020
Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms (Student Abstract) AAAI 2020
Automatic Building and Labeling of HD Maps with Deep Learning AAAI 2020
Learning Physics-Guided Face Relighting Under Directional Light CVPR 2020
ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network CVPR 2019
A Flexible Convolutional Solver for Fast Style Transfers CVPR 2019
Revisiting Perspective Information for Efficient Crowd Counting CVPR 2019
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration CVPR 2019
Recurrent U-Net for Resource-Constrained Segmentation ICCV 2019
KCNN: Kernel-wise Quantization to Remarkably Decrease Multiplications in Convolutional Neural Network IJCAI 2019
Spectral Reconstruction From Dispersive Blur: A Novel Light Efficient Spectral Imager CVPR 2019
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model CVPR 2019
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search CVPR 2019
E2-Train: Training State-of-the-art CNNs with Over 80% Energy Savings NIPS 2019
Data-driven Estimation of Sinusoid Frequencies NIPS 2019
DVC: An End-To-End Deep Video Compression Framework CVPR 2019
MobiLipNet: Resource-Efficient Deep Learning Based Lipreading INTERSPEECH 2019