Awards

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)