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← Deep Learning
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Application Areas

46 papers (4 classified directly here)

Subtopics

Computer Vision (34) Computer Graphics (8)

Papers per year

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Papers (including subtopics)

TöRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis NIPS 2021
Deep Portfolio Optimization via Distributional Prediction of Residual Factors AAAI 2021
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding AAAI 2021
Project RISE: Recognizing Industrial Smoke Emissions AAAI 2021
SSN: Soft Shadow Network for Image Compositing CVPR 2021
Rethinking the Heatmap Regression for Bottom-Up Human Pose Estimation CVPR 2021
Leveraging the Availability of Two Cameras for Illuminant Estimation CVPR 2021
Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes CVPR 2021
Deep Polarization Cues for Transparent Object Segmentation CVPR 2020
Learning to Measure the Static Friction Coefficient in Cloth Contact CVPR 2020
PartNet: A Large-Scale Benchmark for Fine-Grained and Hierarchical Part-Level 3D Object Understanding CVPR 2019
Learning to Separate Multiple Illuminants in a Single Image CVPR 2019
Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes CVPR 2019
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene CVPR 2018
MegaDepth: Learning Single-View Depth Prediction From Internet Photos CVPR 2018
Do Deep Neural Networks Suffer from Crowding? NIPS 2017
Single-Image Depth Perception in the Wild NIPS 2016
Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning NIPS 2015
SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite CVPR 2015
Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection CVPR 2015
ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding CVPR 2015