ICCV 2019

1,075 papers

Few-Shot Learning With Global Class Representations

Aoxue Li, Tiange Luo, Tao Xiang, Weiran Huang, Liwei Wang

Hierarchical Shot Detector

Jiale Cao, Yanwei Pang, Jungong Han, Xuelong Li

No Fear of the Dark: Image Retrieval Under Varying Illumination Conditions

Tomas Jenicek, Ondřej Chum

Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection

Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin

No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques

Tanmay Gupta, Alexander Schwing, Derek Hoiem

SegEQA: Video Segmentation Based Visual Attention for Embodied Question Answering

Haonan Luo, Guosheng Lin, Zichuan Liu, Fayao Liu, Zhenmin Tang

RepPoints: Point Set Representation for Object Detection

Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin

Temporal Knowledge Propagation for Image-to-Video Person Re-Identification

Xinqian Gu, Bingpeng MA, Hong Chang, Shiguang Shan, Xilin Chen

Self-Critical Attention Learning for Person Re-Identification

Guangyi Chen, Chunze Lin, Liangliang Ren, Jiwen Lu, Jie Zhou

FCOS: Fully Convolutional One-Stage Object Detection

Zhi Tian, Chunhua Shen, Hao Chen, Tong He

Human Uncertainty Makes Classification More Robust

Joshua C. Peterson, Ruairidh M. Battleday, Thomas L. Griffiths, Olga Russakovsky

POD: Practical Object Detection With Scale-Sensitive Network

Junran Peng, Ming Sun, Zhaoxiang Zhang, Tieniu Tan, Junjie Yan

Presence-Only Geographical Priors for Fine-Grained Image Classification

Oisin Mac Aodha, Elijah Cole, Pietro Perona

Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation

Chi Zhang, Guosheng Lin, Fayao Liu, Jiushuang Guo, Qingyao Wu

Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning

Xiaopeng Yan, Ziliang Chen, Anni Xu, Xiaoxi Wang, Xiaodan Liang

Contextual Attention for Hand Detection in the Wild

Supreeth Narasimhaswamy, Zhengwei Wei, Yang Wang, Justin Zhang, Minh Hoai

Discriminative Feature Transformation for Occluded Pedestrian Detection

Chunluan Zhou, Ming Yang, Junsong Yuan

Deep Meta Metric Learning

Guangyi Chen, Tianren Zhang, Jiwen Lu, Jie Zhou

Enriched Feature Guided Refinement Network for Object Detection

Jing Nie, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Yanwei Pang

SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification

Yan Huang, Qiang Wu, JingSong Xu, Yi Zhong

Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy

Qing Yu, Kiyoharu Aizawa

NOTE-RCNN: NOise Tolerant Ensemble RCNN for Semi-Supervised Object Detection

Jiyang Gao, Jiang Wang, Shengyang Dai, Li-jia Li, Ram Nevatia

Cross-Domain Adaptation for Animal Pose Estimation

Jinkun Cao, Hongyang Tang, Hao-Shu Fang, Xiaoyong Shen, Cewu Lu

Learning Trajectory Dependencies for Human Motion Prediction

Wei Mao, miaomiao Liu, Mathieu Salzmann, Hongdong Li

TRB: A Novel Triplet Representation for Understanding 2D Human Body

Haodong Duan, Kwan-Yee Lin, Sheng Jin, Wentao Liu, Chen Qian

Pose-Aware Multi-Level Feature Network for Human Object Interaction Detection

Bo Wan, Desen Zhou, Yongfei Liu, Rongjie Li, Xuming He

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models

Egor Zakharov, Aliaksandra Shysheya, Egor Burkov, Victor Lempitsky

PuppetGAN: Cross-Domain Image Manipulation by Demonstration

Ben Usman, Nick Dufour, Kate Saenko, Chris Bregler

S2GAN: Share Aging Factors Across Ages and Share Aging Trends Among Individuals

Zhenliang He, Meina Kan, Shiguang Shan, Xilin Chen

Photo-Realistic Facial Details Synthesis From Single Image

Anpei Chen, Zhang Chen, Guli Zhang, Kenny Mitchell, Jingyi Yu

A Decoupled 3D Facial Shape Model by Adversarial Training

Victoria Fernandez Abrevaya, Adnane Boukhayma, Stefanie Wuhrer, Edmond Boyer

3D Face Modeling From Diverse Raw Scan Data

Feng Liu, LUAN TRAN, Xiaoming Liu

Semi-Supervised Monocular 3D Face Reconstruction With End-to-End Shape-Preserved Domain Transfer

Jingtan Piao, Chen Qian, hongsheng Li

Face Video Deblurring Using 3D Facial Priors

Wenqi Ren, Jiaolong Yang, Senyou Deng, David Wipf, Xiaochun Cao

Live Face De-Identification in Video

Oran Gafni, Lior Wolf, Yaniv Taigman

Few-Shot Adaptive Gaze Estimation

Seonwook Park, Shalini De Mello, Pavlo Molchanov, Umar Iqbal, Otmar Hilliges

Co-Mining: Deep Face Recognition With Noisy Labels

Xiaobo Wang, Shuo Wang, Jun Wang, Hailin Shi, Tao Mei

Towards Interpretable Face Recognition

Bangjie Yin, LUAN TRAN, Haoxiang Li, Xiaohui Shen, Xiaoming Liu

Habitat: A Platform for Embodied AI Research

Manolis Savva, Abhishek Kadian, Oleksandr Maksymets, Yili Zhao, Erik Wijmans

Exploring the Limitations of Behavior Cloning for Autonomous Driving

Felipe Codevilla, Eder Santana, Antonio M. Lopez, Adrien Gaidon

Scalable Place Recognition Under Appearance Change for Autonomous Driving

Anh-Dzung Doan, Yasir Latif, Tat-jun Chin, Yu Liu, Thanh-Toan Do

WoodScape: A Multi-Task, Multi-Camera Fisheye Dataset for Autonomous Driving

Senthil Yogamani, Ciaran Hughes, Jonathan Horgan, Ganesh Sistu, Padraig Varley

SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR Sequences

Jens Behley, Martin Garbade, Andres Milioto, Jan Quenzel, Sven Behnke

M3D-RPN: Monocular 3D Region Proposal Network for Object Detection

Garrick Brazil, Xiaoming Liu

Deep Hough Voting for 3D Object Detection in Point Clouds

Charles R. Qi, Or Litany, Kaiming He, Leonidas J. Guibas

DeepGCNs: Can GCNs Go As Deep As CNNs?

Guohao Li, Matthias Müller, Ali Thabet, Bernard Ghanem

3D Instance Segmentation via Multi-Task Metric Learning

Jean Lahoud, Bernard Ghanem, Marc Pollefeys, Martin R. Oswald

MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences

Xingyu Liu, Mengyuan Yan, Jeannette Bohg

Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks

Wenguan Wang, Xiankai Lu, Jianbing Shen, David J. Crandall, Ling Shao

Video Object Segmentation Using Space-Time Memory Networks

Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim

Sequence Level Semantics Aggregation for Video Object Detection

Haiping Wu, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang

ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors

Weicheng Kuo, Anelia Angelova, Jitendra Malik, Tsung-Yi Lin

PANet: Few-Shot Image Semantic Segmentation With Prototype Alignment

KAIXIN WANG, Jun Hao Liew, Yingtian Zou, Daquan Zhou, Jiashi Feng

Explaining Neural Networks Semantically and Quantitatively

Runjin Chen, Hao Chen, Jie Ren, Ge Huang, Quanshi Zhang

Multi-Class Part Parsing With Joint Boundary-Semantic Awareness

Yifan Zhao, Jia Li, Yu Zhang, Yonghong Tian

Expectation-Maximization Attention Networks for Semantic Segmentation

Xia Li, Zhisheng Zhong, Jianlong Wu, Yibo Yang, Zhouchen Lin

YOLACT: Real-Time Instance Segmentation

Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee

Symmetry-Constrained Rectification Network for Scene Text Recognition

Mingkun Yang, Yushuo Guan, Minghui Liao, XIN HE, Kaigui Bian

Geometry Normalization Networks for Accurate Scene Text Detection

Youjiang Xu, Jiaqi Duan, Zhanghui Kuang, Xiaoyu Yue, Hongbin Sun

Convolutional Character Networks

Linjie Xing, Zhi Tian, Weilin Huang, Matthew R. Scott

Large-Scale Tag-Based Font Retrieval With Generative Feature Learning

Tianlang Chen, Zhaowen Wang, Ning Xu, Hailin Jin, Jiebo Luo

GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition

Fangneng Zhan, Chuhui Xue, Shijian Lu

Deep Floor Plan Recognition Using a Multi-Task Network With Room-Boundary-Guided Attention

Zhiliang Zeng, Xianzhi Li, Ying Kin Yu, Chi-Wing Fu

Chinese Street View Text: Large-Scale Chinese Text Reading With Partially Supervised Learning

Yipeng Sun, Jiaming Liu, Wei Liu, Junyu Han, Errui Ding

TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting

Wei Feng, Wenhao He, Fei Yin, Xu-yao Zhang, Cheng-lin Liu

Free-Form Video Inpainting With 3D Gated Convolution and Temporal PatchGAN

Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston Hsu

Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss

Hyunsu Kim, Ho Young Jhoo, Eunhyeok Park, Sungjoo Yoo

Personalized Fashion Design

Cong Yu, Yang Hu, Yan Chen, Bing Zeng

Photorealistic Style Transfer via Wavelet Transforms

Jaejun Yoo, Youngjung Uh, Sanghyuk Chun, Byeongkyu Kang, Jung-Woo Ha

Towards Multi-Pose Guided Virtual Try-On Network

Haoye Dong, Xiaodan Liang, Xiaohui Shen, Bochao Wang, Hanjiang Lai

Guided Image-to-Image Translation With Bi-Directional Feature Transformation

Badour AlBahar, Jia-Bin Huang

Disentangling Propagation and Generation for Video Prediction

Hang Gao, Huazhe Xu, Qi-Zhi Cai, Ruth Wang, Fisher Yu

On the Over-Smoothing Problem of CNN Based Disparity Estimation

Chuangrong Chen, Xiaozhi Chen, Hui Cheng

OmniMVS: End-to-End Learning for Omnidirectional Stereo Matching

Changhee Won, Jongbin Ryu, Jongwoo Lim

Depth From Videos in the Wild: Unsupervised Monocular Depth Learning From Unknown Cameras

Ariel Gordon, Hanhan Li, Rico Jonschkowski, Anelia Angelova

Learning Local RGB-to-CAD Correspondences for Object Pose Estimation

Georgios Georgakis, Srikrishna Karanam, Ziyan Wu, Jana Kosecka

Fully Convolutional Geometric Features

Christopher Choy, Jaesik Park, Vladlen Koltun

nocaps: novel object captioning at scale

Harsh Agrawal, Karan Desai, Yufei Wang, Xinlei Chen, Rishabh Jain

Shapeglot: Learning Language for Shape Differentiation

Panos Achlioptas, Judy Fan, Robert Hawkins, Noah Goodman, Leonidas J. Guibas

Entangled Transformer for Image Captioning

Guang Li, Linchao Zhu, Ping Liu, Yi Yang

Joint Syntax Representation Learning and Visual Cue Translation for Video Captioning

Jingyi Hou, Xinxiao Wu, Wentian Zhao, Jiebo Luo, Yunde Jia

Watch, Listen and Tell: Multi-Modal Weakly Supervised Dense Event Captioning

Tanzila Rahman, Bicheng Xu, Leonid Sigal

Joint Optimization for Cooperative Image Captioning

Gilad Vered, Gal Oren, Yuval Atzmon, Gal Chechik

Reflective Decoding Network for Image Captioning

Lei Ke, Wenjie Pei, Ruiyu Li, Xiaoyong Shen, Yu-Wing Tai

DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better

Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images

Thibaud Ehret, Axel Davy, Pablo Arias, Gabriele Facciolo

Image Inpainting With Learnable Bidirectional Attention Maps

Chaohao Xie, Shaohui Liu, CHAO LI, Ming-Ming Cheng, Wangmeng Zuo

Optimizing the F-Measure for Threshold-Free Salient Object Detection

KAI ZHAO, Shanghua Gao, Wenguan Wang, Ming-Ming Cheng

Deep Learning for Light Field Saliency Detection

Tiantian Wang, Yongri Piao, Xiao Li, Lihe Zhang, Huchuan Lu

Guided Super-Resolution As Pixel-to-Pixel Transformation

Riccardo de Lutio, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler

Disentangled Image Matting

Shaofan Cai, Xiaoshuai Zhang, Haoqiang Fan, Haibin Huang, Jiangyu Liu

Where Is My Mirror?

Xin Yang, Haiyang Mei, Ke Xu, Xiaopeng Wei, Baocai Yin

Two-Stream Action Recognition-Oriented Video Super-Resolution

Haochen Zhang, Dong Liu, Zhiwei Xiong

SID4VAM: A Benchmark Dataset With Synthetic Images for Visual Attention Modeling

David Berga, Xose R. Fdez-Vidal, Xavier Otazu, Xose M. Pardo

EGNet: Edge Guidance Network for Salient Object Detection

Jia-Xing Zhao, Jiang-Jiang Liu, Deng-Ping Fan, Yang Cao, Jufeng Yang

DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals

Chiyu, Dana Lansigan, Philip Marcus, Matthias Niessner

CompoNet: Learning to Generate the Unseen by Part Synthesis and Composition

Nadav Schor, Oren Katzir, Hao Zhang, Daniel Cohen-or

Joint Embedding of 3D Scan and CAD Objects

Manuel Dahnert, Angela Dai, Leonidas J. Guibas, Matthias Niessner

GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping

Erhan Gundogdu, Victor Constantin, Amrollah Seifoddini, Minh Dang, Mathieu Salzmann

Deep Appearance Maps

Maxim Maximov, Laura Leal-Taixé, Mario Fritz, Tobias Ritschel