ICCV 2019

1,075 papers

Zero-Shot Grounding of Objects From Natural Language Queries

Arka Sadhu, Kan Chen, Ram Nevatia

A Fast and Accurate One-Stage Approach to Visual Grounding

Zhengyuan Yang, Boqing Gong, Liwei Wang, Wenbing Huang, Dong Yu

Learning to Assemble Neural Module Tree Networks for Visual Grounding

Daqing Liu, Hanwang Zhang, Feng Wu, Zheng-Jun Zha

Phrase Localization Without Paired Training Examples

Josiah Wang, Lucia Specia

Visual Semantic Reasoning for Image-Text Matching

Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu

Dynamic Graph Attention for Referring Expression Comprehension

Sibei Yang, Guanbin Li, Yizhou Yu

Attention on Attention for Image Captioning

Lun Huang, Wenmin Wang, Jie Chen, Xiao-Yong Wei

Robust Change Captioning

Dong Huk Park, Trevor Darrell, Anna Rohrbach

Counterfactual Critic Multi-Agent Training for Scene Graph Generation

Long Chen, Hanwang Zhang, Jun Xiao, Xiangnan He, Shiliang Pu

From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason

Ajeet Kumar Singh, Anand Mishra, Shashank Shekhar, Anirban Chakraborty

A Graph-Based Framework to Bridge Movies and Synopses

Yu Xiong, Qingqiu Huang, Lingfeng Guo, Hang Zhou, Bolei Zhou

VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research

Xin Wang, Jiawei Wu, Junkun Chen, Lei Li, Yuan-Fang Wang

SinGAN: Learning a Generative Model From a Single Natural Image

Tamar Rott Shaham, Tali Dekel, Tomer Michaeli

Specifying Object Attributes and Relations in Interactive Scene Generation

Oron Ashual, Lior Wolf

Meta-Sim: Learning to Generate Synthetic Datasets

Amlan Kar, Aayush Prakash, Ming-Yu Liu, Eric Cameracci, Justin Yuan

PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows

Guandao Yang, Xun Huang, Zekun Hao, Ming-Yu Liu, Serge Belongie

Texture Fields: Learning Texture Representations in Function Space

Michael Oechsle, Lars Mescheder, Michael Niemeyer, Thilo Strauss, Andreas Geiger

Neural Turtle Graphics for Modeling City Road Layouts

Hang Chu, Daiqing Li, David Acuna, Amlan Kar, Maria Shugrina

COCO-GAN: Generation by Parts via Conditional Coordinating

Chieh Hubert Lin, Chia-Che Chang, Yu-Sheng Chen, Da-Cheng Juan, Wei Wei

Seeing What a GAN Cannot Generate

David Bau, Jun-Yan Zhu, Jonas Wulff, William Peebles, Hendrik Strobelt

InGAN: Capturing and Retargeting the "DNA" of a Natural Image

Assaf Shocher, Shai Bagon, Phillip Isola, Michal Irani

FiNet: Compatible and Diverse Fashion Image Inpainting

Xintong Han, Zuxuan Wu, Weilin Huang, Matthew R. Scott, Larry S. Davis

Free-Form Image Inpainting With Gated Convolution

Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu

Learning Implicit Generative Models by Matching Perceptual Features

Cicero Nogueira dos Santos, Youssef Mroueh, Inkit Padhi, Pierre Dognin

Understanding Generalized Whitening and Coloring Transform for Universal Style Transfer

Tai-Yin Chiu

Controllable Artistic Text Style Transfer via Shape-Matching GAN

Shuai Yang, Zhangyang Wang, Zhaowen Wang, Ning Xu, Jiaying Liu

Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?

Rameen Abdal, Yipeng Qin, Peter Wonka

Feature Weighting and Boosting for Few-Shot Segmentation

Khoi Nguyen, Sinisa Todorovic

Compositional Video Prediction

Yufei Ye, Maneesh Singh, Abhinav Gupta, Shubham Tulsiani

Content and Style Disentanglement for Artistic Style Transfer

Dmytro Kotovenko, Artsiom Sanakoyeu, Sabine Lang, Bjorn Ommer

Copy-and-Paste Networks for Deep Video Inpainting

Sungho Lee, Seoung Wug Oh, DaeYeun Won, Seon Joo Kim

Onion-Peel Networks for Deep Video Completion

Seoung Wug Oh, Sungho Lee, Joon-Young Lee, Seon Joo Kim

Convolutional Sequence Generation for Skeleton-Based Action Synthesis

Sijie Yan, Zhizhong Li, Yuanjun Xiong, Huahan Yan, Dahua Lin

DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch

Shivam Duggal, Shenlong Wang, Wei-Chiu Ma, Rui Hu, Raquel Urtasun

Is This the Right Place? Geometric-Semantic Pose Verification for Indoor Visual Localization

Hajime Taira, Ignacio Rocco, Jiri Sedlar, Masatoshi Okutomi, Josef Sivic

Monocular Piecewise Depth Estimation in Dynamic Scenes by Exploiting Superpixel Relations

Yan Di, Henrique Morimitsu, Shan Gao, Xiangyang Ji

Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images

Junbang Liang, Ming C. Lin

Cross View Fusion for 3D Human Pose Estimation

Haibo Qiu, CHUNYU WANG, Jingdong Wang, Naiyan Wang, Wenjun Zeng

Efficient Learning on Point Clouds With Basis Point Sets

Sergey Prokudin, Christoph Lassner, Javier Romero

Neural-Guided RANSAC: Learning Where to Sample Model Hypotheses

Eric Brachmann, Carsten Rother

MVSCRF: Learning Multi-View Stereo With Conditional Random Fields

Youze Xue, Jiansheng Chen, Weitao Wan, Yiqing Huang, Cheng Yu

Unsupervised Collaborative Learning of Keyframe Detection and Visual Odometry Towards Monocular Deep SLAM

Lu Sheng, Dan Xu, Wanli Ouyang, Xiaogang Wang

Scene Text Visual Question Answering

Ali Furkan Biten, Ruben Tito, Andres Mafla, Lluis Gomez, Marcal Rusinol

G3raphGround: Graph-Based Language Grounding

Mohit Bajaj, Lanjun Wang, Leonid Sigal

Why Does a Visual Question Have Different Answers?

Nilavra Bhattacharya, Qing Li, Danna Gurari

Sequential Latent Spaces for Modeling the Intention During Diverse Image Captioning

Jyoti Aneja, Harsh Agrawal, Dhruv Batra, Alexander Schwing

Learning to Collocate Neural Modules for Image Captioning

Xu Yang, Hanwang Zhang, Jianfei Cai

Generating Diverse and Descriptive Image Captions Using Visual Paraphrases

Lixin Liu, Jiajun Tang, Xiaojun Wan, Zongming Guo

Towards Bridging Semantic Gap to Improve Semantic Segmentation

Yanwei Pang, Yazhao Li, Jianbing Shen, Ling Shao

Diverse Image Synthesis From Semantic Layouts via Conditional IMLE

Ke Li, Tianhao Zhang, Jitendra Malik

SynDeMo: Synergistic Deep Feature Alignment for Joint Learning of Depth and Ego-Motion

Behzad Bozorgtabar, Mohammad Saeed Rad, Dwarikanath Mahapatra, Jean-Philippe Thiran

Counting With Focus for Free

Zenglin Shi, Pascal Mettes, Cees G. M. Snoek

Fast Image Restoration With Multi-Bin Trainable Linear Units

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

Embedded Block Residual Network: A Recursive Restoration Model for Single-Image Super-Resolution

Yajun Qiu, Ruxin Wang, Dapeng Tao, Jun Cheng

Coherent Semantic Attention for Image Inpainting

Hongyu Liu, Bin Jiang, Yi Xiao, Chao Yang

Fully Convolutional Pixel Adaptive Image Denoiser

Sungmin Cha, Taesup Moon

Deep Blind Hyperspectral Image Fusion

Wu Wang, Weihong Zeng, Yue Huang, Xinghao Ding, John Paisley

CFSNet: Toward a Controllable Feature Space for Image Restoration

Wei Wang, Ruiming Guo, Yapeng Tian, Wenming Yang

Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation

Qiqi Hou, Feng Liu

Deep Restoration of Vintage Photographs From Scanned Halftone Prints

Qifan Gao, Xiao Shu, Xiaolin Wu

Enhancing Low Light Videos by Exploring High Sensitivity Camera Noise

Wei Wang, Xin Chen, Cheng Yang, Xiang Li, Xuemei Hu

Multi-View Image Fusion

Marc Comino Trinidad, Ricardo Martin Brualla, Florian Kainz, Janne Kontkanen

Monocular Neural Image Based Rendering With Continuous View Control

Xu Chen, Jie Song, Otmar Hilliges

A Dataset of Multi-Illumination Images in the Wild

Lukas Murmann, MICHAEL GHARBI, Miika Aittala, Fredo Durand

Deep Depth From Aberration Map

Masako Kashiwagi, Nao Mishima, Tatsuo Kozakaya, Shinsaku Hiura

l-Net: Reconstruct Hyperspectral Images From a Snapshot Measurement

xin miao, Xin Yuan, Yunchen Pu, Vassilis Athitsos

Micro-Baseline Structured Light

Vishwanath Saragadam, Jian Wang, Mohit Gupta, Shree Nayar

Calibration of Axial Fisheye Cameras Through Generic Virtual Central Models

Pierre-Andre Brousseau, Sebastien Roy

Program-Guided Image Manipulators

Jiayuan Mao, Xiuming Zhang, Yikai Li, William T. Freeman, Joshua B. Tenenbaum

Fast-deepKCF Without Boundary Effect

Linyu Zheng, Ming Tang, Yingying Chen, Jinqiao Wang, Hanqing Lu

Learning the Model Update for Siamese Trackers

Lichao Zhang, Abel Gonzalez-Garcia, Joost van de Weijer, Martin Danelljan, Fahad Shahbaz Khan

Bridging the Gap Between Detection and Tracking: A Unified Approach

Lianghua Huang, Xin Zhao, Kaiqi Huang

Spatial-Temporal Relation Networks for Multi-Object Tracking

Jiarui Xu, Yue Cao, Zheng Zhang, Han Hu

RANet: Ranking Attention Network for Fast Video Object Segmentation

Ziqin Wang, Jun Xu, Li Liu, Fan Zhu, Ling Shao

AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos

Chaowei Xiao, Ruizhi Deng, Bo Li, Taesung Lee, Benjamin Edwards

Global-Local Temporal Representations for Video Person Re-Identification

Jianing Li, Jingdong Wang, Qi Tian, Wen Gao, Shiliang Zhang

AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation

Huaijia Lin, Xiaojuan Qi, Jiaya Jia

Asymmetric Cross-Guided Attention Network for Actor and Action Video Segmentation From Natural Language Query

Hao Wang, Cheng Deng, Junchi Yan, Dacheng Tao

DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation

xiaohui zeng, Renjie Liao, Li Gu, Yuwen Xiong, Sanja Fidler

Reasoning About Human-Object Interactions Through Dual Attention Networks

Tete Xiao, Quanfu Fan, Dan Gutfreund, Mathew Monfort, Aude Oliva

Progressive Sparse Local Attention for Video Object Detection

Chaoxu Guo, Bin Fan, Jie Gu, Qian Zhang, SHIMING XIANG

Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks

Ziyi Liu, Le Wang, Qilin Zhang, Zhanning Gao, Zhenxing Niu

BMN: Boundary-Matching Network for Temporal Action Proposal Generation

Tianwei Lin, Xiao Liu, Xin Li, Errui Ding, Shilei Wen

Co-Separating Sounds of Visual Objects

Ruohan Gao, Kristen Grauman

Visualization of Convolutional Neural Networks for Monocular Depth Estimation

Junjie Hu, Yan Zhang, Takayuki Okatani

3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions

Dong Wook Shu, Sung Woo Park, Junseok Kwon

Unsupervised 3D Reconstruction Networks

Geonho Cha, Minsik Lee, Songhwai Oh

Learning Object-Specific Distance From a Monocular Image

Jing Zhu, Yi Fang

Digging Into Self-Supervised Monocular Depth Estimation

Clement Godard, Oisin Mac Aodha, Michael Firman, Gabriel J. Brostow

Few-Shot Generalization for Single-Image 3D Reconstruction via Priors

Bram Wallace, Bharath Hariharan

Online Unsupervised Learning of the 3D Kinematic Structure of Arbitrary Rigid Bodies

Urbano Miguel Nunes, Yiannis Demiris

Selectivity or Invariance: Boundary-Aware Salient Object Detection

Jinming Su, Jia Li, Yu Zhang, Changqun Xia, Yonghong Tian

Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection

Yingyue Xu, Dan Xu, Xiaopeng Hong, Wanli Ouyang, Rongrong Ji

Progressive-X: Efficient, Anytime, Multi-Model Fitting Algorithm

Daniel Barath, Jiri Matas

Fast Computation of Content-Sensitive Superpixels and Supervoxels Using Q-Distances

Zipeng Ye, Ran Yi, Minjing Yu, Yong-jin Liu, Ying He

Second-Order Non-Local Attention Networks for Person Re-Identification

Bryan (Ning) Xia, Yuan Gong, Yizhe Zhang, Christian Poellabauer

Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification

Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang

Adversarial Fine-Grained Composition Learning for Unseen Attribute-Object Recognition

Kun Wei, Muli Yang, Hao Wang, Cheng Deng, Xianglong Liu

Enhancing 2D Representation via Adjacent Views for 3D Shape Retrieval

Cheng Xu, Zhaoqun Li, Qiang Qiu, Biao Leng, Jingfei Jiang

Diversity With Cooperation: Ensemble Methods for Few-Shot Classification

Nikita Dvornik, Cordelia Schmid, Julien Mairal