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Regression

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Papers

Asymptotic Errors for High-Dimensional Convex Penalized Linear Regression beyond Gaussian Matrices COLT 2020
Precise Tradeoffs in Adversarial Training for Linear Regression COLT 2020
Estimation and Inference with Trees and Forests in High Dimensions COLT 2020
How well does surprisal explain N400 amplitude under different experimental conditions? CONLL 2020
A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image CVPR 2020
Adaptive Dilated Network With Self-Correction Supervision for Counting CVPR 2020
Attention Scaling for Crowd Counting CVPR 2020
Learning to Restore Low-Light Images via Decomposition-and-Enhancement CVPR 2020
Learning to Autofocus CVPR 2020
Single Image Reflection Removal Through Cascaded Refinement CVPR 2020
Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network CVPR 2020
Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers CVPR 2020
Structure-Guided Ranking Loss for Single Image Depth Prediction CVPR 2020
OASIS: A Large-Scale Dataset for Single Image 3D in the Wild CVPR 2020
From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality CVPR 2020
Perceptual Quality Assessment of Smartphone Photography CVPR 2020
How Much Time Do You Have? Modeling Multi-Duration Saliency CVPR 2020
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo CVPR 2020
Deep Facial Non-Rigid Multi-View Stereo CVPR 2020
Closed-Loop Matters: Dual Regression Networks for Single Image Super-Resolution CVPR 2020
Accurate Estimation of Body Height From a Single Depth Image via a Four-Stage Developing Network CVPR 2020
Siamese Box Adaptive Network for Visual Tracking CVPR 2020
Probabilistic Regression for Visual Tracking CVPR 2020
3DRegNet: A Deep Neural Network for 3D Point Registration CVPR 2020
Deep Homography Estimation for Dynamic Scenes CVPR 2020