ICCV 2019

1,075 papers

Bayesian Relational Memory for Semantic Visual Navigation

Yi Wu, Yuxin Wu, Aviv Tamar, Stuart Russell, Georgia Gkioxari

Lifelong GAN: Continual Learning for Conditional Image Generation

Mengyao Zhai, Lei Chen, Frederick Tung, Jiawei He, Megha Nawhal

Image Generation From Small Datasets via Batch Statistics Adaptation

Atsuhiro Noguchi, Tatsuya Harada

Adversarial Defense via Learning to Generate Diverse Attacks

Yunseok Jang, Tianchen Zhao, Seunghoon Hong, Honglak Lee

Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement

Sai Bi, Kalyan Sunkavalli, Federico Perazzi, Eli Shechtman, Vladimir G. Kim

An Internal Learning Approach to Video Inpainting

Haotian Zhang, Long Mai, Ning Xu, Zhaowen Wang, John Collomosse

SROBB: Targeted Perceptual Loss for Single Image Super-Resolution

Mohammad Saeed Rad, Behzad Bozorgtabar, Urs-Viktor Marti, Max Basler, HAZIM KEMAL EKENEL

Unsupervised Robust Disentangling of Latent Characteristics for Image Synthesis

Patrick Esser, Johannes Haux, Bjorn Ommer

Pix2Vox: Context-Aware 3D Reconstruction From Single and Multi-View Images

Haozhe Xie, Hongxun Yao, Xiaoshuai Sun, Shangchen Zhou, Shengping Zhang

Closed-Form Optimal Two-View Triangulation Based on Angular Errors

Seong Hun Lee, Javier Civera

Polarimetric Relative Pose Estimation

Zhaopeng Cui, Viktor Larsson, Marc Pollefeys

Floor-SP: Inverse CAD for Floorplans by Sequential Room-Wise Shortest Path

Jiacheng Chen, Chen Liu, Jiaye Wu, Yasutaka Furukawa

Multi-View Stereo by Temporal Nonparametric Fusion

Yuxin Hou, Juho Kannala, Arno Solin

Controllable Video Captioning With POS Sequence Guidance Based on Gated Fusion Network

Bairui Wang, Lin Ma, Wei Zhang, Wenhao Jiang, Jingwen Wang

HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips

Antoine Miech, Dimitri Zhukov, Jean-Baptiste Alayrac, Makarand Tapaswi, Ivan Laptev

Hierarchy Parsing for Image Captioning

Ting Yao, Yingwei Pan, Yehao Li, Tao Mei

Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding

Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Dechao Meng

Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment

Samyak Datta, Karan Sikka, Anirban Roy, Karuna Ahuja, Devi Parikh

Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded

Ramprasaath R. Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Shalini Ghosh

Scene Graph Prediction With Limited Labels

Vincent S. Chen, Paroma Varma, Ranjay Krishna, Michael Bernstein, Christopher Re

Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization

Liu Liu, Hongdong Li, Yuchao Dai

Making History Matter: History-Advantage Sequence Training for Visual Dialog

Tianhao Yang, Zheng-Jun Zha, Hanwang Zhang

End-to-End CAD Model Retrieval and 9DoF Alignment in 3D Scans

Armen Avetisyan, Angela Dai, Matthias Niessner

Rescan: Inductive Instance Segmentation for Indoor RGBD Scans

Maciej Halber, Yifei Shi, Kai Xu, Thomas Funkhouser

VideoMem: Constructing, Analyzing, Predicting Short-Term and Long-Term Video Memorability

Romain Cohendet, Claire-Helene Demarty, Ngoc Q. K. Duong, Martin Engilberge

Non-Local Intrinsic Decomposition With Near-Infrared Priors

Ziang Cheng, Yinqiang Zheng, Shaodi You, Imari Sato

Self-Guided Network for Fast Image Denoising

Shuhang Gu, Yawei Li, Luc Van Gool, Radu Timofte

JPEG Artifacts Reduction via Deep Convolutional Sparse Coding

Xueyang Fu, Zheng-Jun Zha, Feng Wu, Xinghao Ding, John Paisley

Learning Deep Priors for Image Dehazing

Yang Liu, Jinshan Pan, Jimmy Ren, Zhixun Su

Spatio-Temporal Filter Adaptive Network for Video Deblurring

Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Haozhe Xie, Wangmeng Zuo

Mask-ShadowGAN: Learning to Remove Shadows From Unpaired Data

Xiaowei Hu, Yitong Jiang, Chi-Wing Fu, Pheng-Ann Heng

Deep Learning for Seeing Through Window With Raindrops

Yuhui Quan, Shijie Deng, Yixin Chen, Hui Ji

Deep Multi-Model Fusion for Single-Image Dehazing

Zijun Deng, LEI ZHU, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu

Learning to Jointly Generate and Separate Reflections

Daiqian Ma, Renjie Wan, Boxin Shi, Alex C. Kot, Ling-Yu Duan

Kernel Modeling Super-Resolution on Real Low-Resolution Images

Ruofan Zhou, Sabine Süsstrunk

Mop Moire Patterns Using MopNet

Bin He, Ce Wang, Boxin Shi, Ling-Yu Duan

Pro-Cam SSfM: Projector-Camera System for Structure and Spectral Reflectance From Motion

Chunyu Li, Yusuke Monno, Hironori Hidaka, Masatoshi Okutomi

Attacking Optical Flow

Anurag Ranjan, Joel Janai, Andreas Geiger, Michael J. Black

TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection

Kyle Min, Jason J. Corso

'Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-Term Tracking

Bin Yan, Haojie Zhao, Dong Wang, Huchuan Lu, Xiaoyun Yang

The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs

Boris Ivanovic, Marco Pavone

Robust Multi-Modality Multi-Object Tracking

Wenwei Zhang, Hui Zhou, Shuyang Sun, Zhe Wang, Jianping Shi

End-to-End Hand Mesh Recovery From a Monocular RGB Image

Xiong Zhang, Qiang Li, Hong Mo, Wenbo Zhang, Wen Zheng

HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation

Kun Zhou, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu

Aligning Latent Spaces for 3D Hand Pose Estimation

Linlin Yang, Shile Li, Dongheui Lee, Angela Yao

Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking

Saurabh Sharma, Pavan Teja Varigonda, Prashast Bindal, Abhishek Sharma, Arjun Jain

DF2Net: A Dense-Fine-Finer Network for Detailed 3D Face Reconstruction

Xiaoxing Zeng, Xiaojiang Peng, Yu Qiao

PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization

Shunsuke Saito, Zeng Huang, Ryota Natsume, Shigeo Morishima, Angjoo Kanazawa

Tex2Shape: Detailed Full Human Body Geometry From a Single Image

Thiemo Alldieck, Gerard Pons-Moll, Christian Theobalt, Marcus Magnor

Resolving 3D Human Pose Ambiguities With 3D Scene Constraints

Mohamed Hassan, Vasileios Choutas, Dimitrios Tzionas, Michael J. Black

Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks

Yujun Cai, Liuhao Ge, Jun Liu, Jianfei Cai, Tat-Jen Cham

Optimizing Network Structure for 3D Human Pose Estimation

Hai Ci, CHUNYU WANG, Xiaoxuan Ma, Yizhou Wang

Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the Loop

Nikos Kolotouros, Georgios Pavlakos, Michael J. Black, Kostas Daniilidis

3DPeople: Modeling the Geometry of Dressed Humans

Albert Pumarola, Jordi Sanchez-Riera, Gary P. T. Choi, Alberto Sanfeliu, Francesc Moreno-Noguer

Moulding Humans: Non-Parametric 3D Human Shape Estimation From Single Images

Valentin Gabeur, Jean-Sebastien Franco, Xavier Martin, Cordelia Schmid, Gregory Rogez

GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild

Alexander Grabner, Peter M. Roth, Vincent Lepetit

Canonical Surface Mapping via Geometric Cycle Consistency

Nilesh Kulkarni, Abhinav Gupta, Shubham Tulsiani

On Boosting Single-Frame 3D Human Pose Estimation via Monocular Videos

Zhi Li, Xuan Wang, Fei Wang, Peilin Jiang

How Do Neural Networks See Depth in Single Images?

Tom van Dijk, Guido de Croon

3D Scene Reconstruction With Multi-Layer Depth and Epipolar Transformers

Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes

Self-Supervised Monocular Depth Hints

Jamie Watson, Michael Firman, Gabriel J. Brostow, Daniyar Turmukhambetov

Detecting the Unexpected via Image Resynthesis

Krzysztof Lis, Krishna Nakka, Pascal Fua, Mathieu Salzmann

Recurrent U-Net for Resource-Constrained Segmentation

Wei Wang, Kaicheng Yu, Joachim Hugonot, Pascal Fua, Mathieu Salzmann

Efficient Segmentation: Learning Downsampling Near Semantic Boundaries

Dmitrii Marin, Zijian He, Peter Vajda, Priyam Chatterjee, Sam Tsai

ACE: Adapting to Changing Environments for Semantic Segmentation

Zuxuan Wu, Xin Wang, Joseph E. Gonzalez, Tom Goldstein, Larry S. Davis

Semi-Supervised Skin Detection by Network With Mutual Guidance

Yi He, Jiayuan Shi, Chuan Wang, Haibin Huang, Jiaming Liu

Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization Without Accessing Target Domain Data

Xiangyu Yue, Yang Zhang, Sicheng Zhao, Alberto Sangiovanni-Vincentelli, Kurt Keutzer

Domain Adaptation for Semantic Segmentation With Maximum Squares Loss

Minghao Chen, Hongyang Xue, Deng Cai

Accelerated Gravitational Point Set Alignment With Altered Physical Laws

Vladislav Golyanik, Christian Theobalt, Didier Stricker

Integral Object Mining via Online Attention Accumulation

Peng-tao Jiang, Qibin Hou, Yang Cao, Ming-Ming Cheng, Yunchao Wei

TensorMask: A Foundation for Dense Object Segmentation

Xinlei Chen, Ross Girshick, Kaiming He, Piotr Dollár

SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition

Kaiyu Yang, Olga Russakovsky, Jia Deng

Embodied Amodal Recognition: Learning to Move to Perceive Objects

Jianwei Yang, Zhile Ren, Mingze Xu, Xinlei Chen, David J. Crandall

Unconstrained Foreground Object Search

Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari

Fooling Network Interpretation in Image Classification

Akshayvarun Subramanya, Vipin Pillai, Hamed Pirsiavash

Dynamic Context Correspondence Network for Semantic Alignment

Shuaiyi Huang, Qiuyue Wang, Songyang Zhang, Shipeng Yan, Xuming He

STM: SpatioTemporal and Motion Encoding for Action Recognition

Boyuan Jiang, Mengmeng Wang, Weihao Gan, Wei Wu, Junjie Yan

Disentangling Monocular 3D Object Detection

Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Manuel Lopez-Antequera, Peter Kontschieder

Detecting Unseen Visual Relations Using Analogies

Julia Peyre, Ivan Laptev, Cordelia Schmid, Josef Sivic

Learning Rich Features at High-Speed for Single-Shot Object Detection

Tiancai Wang, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Yanwei Pang

DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense

Hang Zhou, Kejiang Chen, Weiming Zhang, Han Fang, Wenbo Zhou

STD: Sparse-to-Dense 3D Object Detector for Point Cloud

Zetong Yang, Yanan Sun, Shu Liu, Xiaoyong Shen, Jiaya Jia

DPOD: 6D Pose Object Detector and Refiner

Sergey Zakharov, Ivan Shugurov, Slobodan Ilic

Transferable Semi-Supervised 3D Object Detection From RGB-D Data

Yew Siang Tang, Gim Hee Lee

A Comprehensive Overhaul of Feature Distillation

Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

Xiaohan Ding, Yuchen Guo, guiguang ding, Jungong Han

Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help?

Yunyang Xiong, Ronak Mehta, Vikas Singh

Improved Techniques for Training Adaptive Deep Networks

Hao Li, Hong Zhang, Xiaojuan Qi, Ruigang Yang, Gao Huang

On Network Design Spaces for Visual Recognition

Ilija Radosavovic, Justin Johnson, Saining Xie, Wan-Yen Lo, Piotr Dollár

Adaptative Inference Cost With Convolutional Neural Mixture Models

Adria Ruiz, Jakob Verbeek

Switchable Whitening for Deep Representation Learning

Xingang Pan, Xiaohang Zhan, Jianping Shi, Xiaoou Tang, Ping Luo

SRM: A Style-Based Recalibration Module for Convolutional Neural Networks

HyunJae Lee, Hyo-Eun Kim, Hyeonseob Nam

Batch Weight for Domain Adaptation With Mass Shift

Mikolaj Binkowski, Devon Hjelm, Aaron Courville

Differentiable Kernel Evolution

Yu Liu, Jihao Liu, Ailing Zeng, Xiaogang Wang

Deep Meta Functionals for Shape Representation

Gidi Littwin, Lior Wolf

AutoDispNet: Improving Disparity Estimation With AutoML

Tonmoy Saikia, Yassine Marrakchi, Arber Zela, Frank Hutter, Thomas Brox

Universally Slimmable Networks and Improved Training Techniques

Jiahui Yu, Thomas S. Huang

Evolving Space-Time Neural Architectures for Videos

AJ Piergiovanni, Anelia Angelova, Alexander Toshev, Michael S. Ryoo

Bidirectional One-Shot Unsupervised Domain Mapping

Tomer Cohen, Lior Wolf

Crowd Counting With Deep Structured Scale Integration Network

Lingbo Liu, Zhilin Qiu, Guanbin Li, Shufan Liu, Wanli Ouyang