← Application Areas
Deep Learning › Application Areas ›

Efficient Computing

258 directly classified papers

Papers per year

Papers

Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences AAAI 2021
Scalable Graph Networks for Particle Simulations AAAI 2021
Near Lossless Transfer Learning for Spiking Neural Networks AAAI 2021
RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery AAAI 2021
EeLISA: Combating Global Warming Through the Rapid Analysis of Eelgrass Wasting Disease AAAI 2021
Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances AAAI 2021
STAR: A Structure-Aware Lightweight Transformer for Real-Time Image Enhancement ICCV 2021
PatchmatchNet: Learned Multi-View Patchmatch Stereo CVPR 2021
Neural Geometric Level of Detail: Real-Time Rendering With Implicit 3D Shapes CVPR 2021
Neural Camera Simulators CVPR 2021
Turning Frequency to Resolution: Video Super-Resolution via Event Cameras CVPR 2021
Nutrition5k: Towards Automatic Nutritional Understanding of Generic Food CVPR 2021
Exploiting & Refining Depth Distributions With Triangulation Light Curtains CVPR 2021
Patch-VQ: 'Patching Up' the Video Quality Problem CVPR 2021
Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging CVPR 2021
Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules CVPR 2020
RoutedFusion: Learning Real-Time Depth Map Fusion CVPR 2020
Partial Weight Adaptation for Robust DNN Inference CVPR 2020
BidNet: Binocular Image Dehazing Without Explicit Disparity Estimation CVPR 2020
M-LVC: Multiple Frames Prediction for Learned Video Compression CVPR 2020
Deep White-Balance Editing CVPR 2020
Perceptual Quality Assessment of Smartphone Photography CVPR 2020
Wavelet Synthesis Net for Disparity Estimation to Synthesize DSLR Calibre Bokeh Effect on Smartphones CVPR 2020
SSRNet: Scalable 3D Surface Reconstruction Network CVPR 2020
Learning Rank-1 Diffractive Optics for Single-Shot High Dynamic Range Imaging CVPR 2020