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Efficient Computing

6,876 papers

Papers per year

Papers

LENA: Communication-Efficient Distributed Learning with Self-Triggered Gradient Uploads AISTATS 2021
A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free! AISTATS 2021
Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance ALT 2021
SGD Generalizes Better Than GD (And Regularization Doesn’t Help) COLT 2021
Near-Optimal Entrywise Sampling of Numerically Sparse Matrices COLT 2021
CondenseNet V2: Sparse Feature Reactivation for Deep Networks CVPR 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021
Attention-Guided Image Compression by Deep Reconstruction of Compressive Sensed Saliency Skeleton CVPR 2021
AdderSR: Towards Energy Efficient Image Super-Resolution CVPR 2021
Faster Meta Update Strategy for Noise-Robust Deep Learning CVPR 2021
Bi-GCN: Binary Graph Convolutional Network CVPR 2021
HDR Environment Map Estimation for Real-Time Augmented Reality CVPR 2021
Efficient Multi-Stage Video Denoising With Recurrent Spatio-Temporal Fusion CVPR 2021
Implicit Feature Alignment: Learn To Convert Text Recognizer to Text Spotter CVPR 2021
SIPSA-Net: Shift-Invariant Pan Sharpening With Moving Object Alignment for Satellite Imagery CVPR 2021
Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion CVPR 2021
Exploring Sparsity in Image Super-Resolution for Efficient Inference CVPR 2021
Optimal Quantization Using Scaled Codebook CVPR 2021
Real-Time High-Resolution Background Matting CVPR 2021
Neural Side-by-Side: Predicting Human Preferences for No-Reference Super-Resolution Evaluation CVPR 2021
Coordinate Attention for Efficient Mobile Network Design CVPR 2021
Controlling the Rain: From Removal to Rendering CVPR 2021
NetAdaptV2: Efficient Neural Architecture Search With Fast Super-Network Training and Architecture Optimization CVPR 2021
Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement CVPR 2021
Automated Log-Scale Quantization for Low-Cost Deep Neural Networks CVPR 2021