Papers
Deep Depth Completion of a Single RGB-D Image
Yinda Zhang, Thomas Funkhouser
Fight Ill-Posedness With Ill-Posedness: Single-Shot Variational Depth Super-Resolution From Shading
Bjoern Haefner, Yvain Quéau, Thomas Möllenhoff et al.
Single View Stereo Matching
Yue Luo, Jimmy Ren, Mude Lin et al.
A Certifiably Globally Optimal Solution to the Non-Minimal Relative Pose Problem
Jesus Briales, Laurent Kneip, Javier Gonzalez-Jimenez
Hybrid Camera Pose Estimation
Federico Camposeco, Andrea Cohen, Marc Pollefeys et al.
Rotation Averaging and Strong Duality
Anders Eriksson, Carl Olsson, Fredrik Kahl et al.
Multistage Adversarial Losses for Pose-Based Human Image Synthesis
Chenyang Si, Wei Wang, Liang Wang et al.
Super-FAN: Integrated Facial Landmark Localization and Super-Resolution of Real-World Low Resolution Faces in Arbitrary Poses With GANs
Adrian Bulat, Georgios Tzimiropoulos
Disentangled Person Image Generation
Liqian Ma, Qianru Sun, Stamatios Georgoulis et al.
Cross-Modal Deep Variational Hand Pose Estimation
Adrian Spurr, Jie Song, Seonwook Park et al.
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification
Longhui Wei, Shiliang Zhang, Wen Gao et al.
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer
Hao-Shu Fang, Guansong Lu, Xiaolin Fang et al.
Learning Pose Specific Representations by Predicting Different Views
Georg Poier, David Schinagl, Horst Bischof
GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB
Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko et al.
PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup
Huiwen Chang, Jingwan Lu, Fisher Yu et al.
Learning Face Age Progression: A Pyramid Architecture of GANs
Hongyu Yang, Di Huang, Yunhong Wang et al.
Finding Tiny Faces in the Wild With Generative Adversarial Network
Yancheng Bai, Yongqiang Zhang, Mingli Ding et al.
Learning by Asking Questions
Ishan Misra, Ross Girshick, Rob Fergus et al.
Embodied Question Answering
Abhishek Das, Samyak Datta, Georgia Gkioxari et al.
Open problem: Improper learning of mixtures of Gaussians
Elad Hazan, Livni Roi
Open Problem: The Dependence of Sample Complexity Lower Bounds on Planning Horizon
Nan Jiang, Alekh Agarwal
Certified Computation from Unreliable Datasets
Themis Gouleakis, Christos Tzamos, Manolis Zampetakis
Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form
Srinadh Bhojanapalli, Nicolas Boumal, Prateek Jain et al.
Iterate Averaging as Regularization for Stochastic Gradient Descent
Gergely Neu, Lorenzo Rosasco
Local moment matching: A unified methodology for symmetric functional estimation and distribution estimation under Wasserstein distance
Yanjun Han, Jiantao Jiao, Tsachy Weissman