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Efficient Computing

6,876 papers

Papers per year

Papers

FabricFlowNet: Bimanual Cloth Manipulation with a Flow-based Policy CORL 2021
Anytime Depth Estimation with Limited Sensing and Computation Capabilities on Mobile Devices CORL 2021
The Boombox: Visual Reconstruction from Acoustic Vibrations CORL 2021
RoboFlow: a Data-centric Workflow Management System for Developing AI-enhanced Robots CORL 2021
Bringing UMAP Closer to the Speed of Light with GPU Acceleration AAAI 2021
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design AAAI 2021
SMART Frame Selection for Action Recognition AAAI 2021
EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining AAAI 2021
SA-BNN: State-Aware Binary Neural Network AAAI 2021
KGDet: Keypoint-Guided Fashion Detection AAAI 2021
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks AAAI 2021
DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch AAAI 2021
Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos AAAI 2021
Efficient Deep Image Denoising via Class Specific Convolution AAAI 2021
GIF Thumbnails: Attract More Clicks to Your Videos AAAI 2021
CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks AAAI 2021
Distribution Adaptive INT8 Quantization for Training CNNs AAAI 2021
Optimizing Information Theory Based Bitwise Bottlenecks for Efficient Mixed-Precision Activation Quantization AAAI 2021
Learning To Scale Mixed-Integer Programs AAAI 2021
Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies AAAI 2021
Dynamic Memory based Attention Network for Sequential Recommendation AAAI 2021
Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans AAAI 2021
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks AAAI 2021
A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting AAAI 2021
Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences AAAI 2021