Paper Award Nominees
Weakly-supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects
Seungryul Baek; Kwang In Kim; Tae-Kyun Kim
Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
Shangzhe Wu; Christian Rupprecht; Andrea Vedaldi
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
Shifeng Zhang; Cheng Chi; Yongqiang Yao; Zhen Lei; Stan Li
Momentum Contrast for Unsupervised Visual Representation Learning
Kaiming He; Haoqi Fan; Yuxin Wu; Saining Xie; Ross Girshick
BSP-Net: Generating Compact Meshes via Binary Space Partitioning
Zhiqin Chen; Andrea Tagliasacchi; Hao Zhang
Disentangled image generation through structured noise injection
Yazeed Alharbi; Peter Wonka
UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders
Jing Zhang; Deng-Ping Fan; Yuchao Dai; Saeed Anwar; Fatemeh Sadat Saleh; Tong Zhang; Nick Barnes
TextureFusion: High-Quality Texture Acquisition for Real-Time RGB-D Scanning
Joo Ho Lee; Hyunho Ha; Yue Dong; Xin Tong; Min H. Kim
Controllable Orthogonalization in Training DNNs
Lei Huang; Li Liu; Fan Zhu; Diwen Wan; Zehuan Yuan; Bo Li; Ling Shao
DeepCap: Monocular Human Performance Capture Using Weak Supervision
Marc Habermann; Weipeng Xu; Michael Zollhöfer; Gerard Pons-Moll; Christian Theobalt
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image
Yinyu Nie; Xiaoguang Han; Shihui Guo; Yujian Zheng; Jian Chang; Jian.J Zhang
Transferring Cross-domain Knowledge for Video Sign Language Recognition
Dongxu Li; Xin Yu; Chenchen Xu; Lars Petersson; Hongdong Li
Computing the Testing Error without a Testing Set
Ciprian Corneanu; Aleix Martinez; Sergio Escalera
Visual Chirality
Zhiqiu Lin; Abe Davis; Jin Sun; Noah Snavely
CvxNet: Learnable Convex Decomposition
Boyang Deng; Kyle Genova; Soroosh Yazdani; Sofien Bouaziz; Geoffrey Hinton; Andrea Tagliasacchi
The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks
Yuheng Zhang; Ruoxi Jia; Hengzhi Pei; Wenxiao Wang; Bo Li; Dawn Song
Optimizing Rank-based Metrics with Blackbox Differentiation
Michal Rolinek; Vit Musil; Anselm Paulus; Marin Vlastelica Pogančić; Claudio Michaelis; Georg Martius
High-Performance Long-Term Tracking with Meta-Updater
Kenan Dai; Yunhua Zhang; Dong Wang; Jianhua Li; Huchuan Lu; Xiaoyun Yang
Deep Iterative Surface Normal Estimation
Jan Lenssen; Christian Osendorfer; Jonathan Masci
Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning
Zhibo Yang; Lihan Huang; Yupei Chen; Zijun Wei; Seoyoung Ahn; Gregory Zelinsky; Dimitris Samaras; Minh Hoai Nguyen
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation
Gedas Bertasius; Lorenzo Torresani
Robust Learning Through Cross-Task Consistency
Amir Zamir; Alexander Sax; Jitendra Malik; Nikhil Cheerla; Rohan Suri; Zhangjie Cao; Leonidas Guibas
Deep Geometric Functional Maps: RobustFeature Learning for Shape Correspondence
Nicolas Donati; Abhishek Sharma; Maks Ovsjanikov
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild
Dominik Kulon; Alp Guler; Iasonas Kokkinos; Michael Bronstein; Stefanos Zafeiriou
Cross-Batch Memory for Embedding Learning
Xun Wang; Haozhi Zhang; Weilin Huang; Matthew Scott
Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers
Shady Abu Hussein; Tom Tirer; Raja Giryes
Best Student Paper Honorable Mention
DeepCap: Monocular Human Performance Capture Using Weak Supervision
Marc Habermann (Max Planck Institute for Informatics)*; Weipeng Xu (MPII); Michael Zollhöfer (Facebook Reality Labs); Gerard Pons-Moll (MPII, Germany); Christian Theobalt (MPI Informatik)
Best Student Paper Award
BSP-Net: Generating Compact Meshes via Binary Space Partitioning
Zhiqin Chen (Simon Fraser University); Andrea Tagliasacchi (Google Inc.); Hao Zhang (Simon Fraser University)
Best Paper Award
Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
Shangzhe Wu (University of Oxford)*; Christian Rupprecht (University of Oxford); Andrea Vedaldi (Oxford University)