CVPR 2019

1,294 papers

Blind Visual Motif Removal From a Single Image

Amir Hertz, Sharon Fogel, Rana Hanocka, Raja Giryes, Daniel Cohen-or

Underexposed Photo Enhancement Using Deep Illumination Estimation

Ruixing Wang, Qing Zhang, Chi-Wing Fu, Xiaoyong Shen, Wei-Shi Zheng

Learning to Synthesize Motion Blur

Tim Brooks, Jonathan T. Barron

Bringing Alive Blurred Moments

Kuldeep Purohit, Anshul Shah, A. N. Rajagopalan

Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera

Liyuan Pan, Cedric Scheerlinck, Xin Yu, Richard Hartley, miaomiao Liu

End-To-End Projector Photometric Compensation

Bingyao Huang, Haibin Ling

A Theory of Fermat Paths for Non-Line-Of-Sight Shape Reconstruction

Shumian Xin, Sotiris Nousias, Kiriakos N. Kutulakos, Aswin C. Sankaranarayanan, Srinivasa G. Narasimhan

Steady-State Non-Line-Of-Sight Imaging

Wenzheng Chen, Simon Daneau, Fahim Mannan, Felix Heide

Acoustic Non-Line-Of-Sight Imaging

David B. Lindell, Gordon Wetzstein, Vladlen Koltun

Photon-Flooded Single-Photon 3D Cameras

Anant Gupta, Atul Ingle, Andreas Velten, Mohit Gupta

High Flux Passive Imaging With Single-Photon Sensors

Atul Ingle, Andreas Velten, Mohit Gupta

Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning

Mitchell Wortsman, Kiana Ehsani, Mohammad Rastegari, Ali Farhadi, Roozbeh Mottaghi

Tactical Rewind: Self-Correction via Backtracking in Vision-And-Language Navigation

Liyiming Ke, Xiujun Li, Yonatan Bisk, Ari Holtzman, Zhe Gan

The Regretful Agent: Heuristic-Aided Navigation Through Progress Estimation

CHIH-YAO MA, Zuxuan Wu, Ghassan AlRegib, Caiming Xiong, Zsolt Kira

From Recognition to Cognition: Visual Commonsense Reasoning

Rowan Zellers, Yonatan Bisk, Ali Farhadi, Yejin Choi

Text2Scene: Generating Compositional Scenes From Textual Descriptions

Fuwen Tan, Song Feng, Vicente Ordonez

GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering

Drew A. Hudson, Christopher D. Manning

Two Body Problem: Collaborative Visual Task Completion

Unnat Jain, Luca Weihs, Eric Kolve, Mohammad Rastegari, Svetlana Lazebnik

Recursive Visual Attention in Visual Dialog

Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu

Reasoning Visual Dialogs With Structural and Partial Observations

Zilong Zheng, Wenguan Wang, Siyuan Qi, Song-chun Zhu

Embodied Question Answering in Photorealistic Environments With Point Cloud Perception

Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari

Cycle-Consistency for Robust Visual Question Answering

Meet Shah, Xinlei Chen, Marcus Rohrbach, Devi Parikh

Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering

peng gao, Zhengkai Jiang, Haoxuan You, Pan Lu, Steven C. H. Hoi

Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation

Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen

Learning to Compose Dynamic Tree Structures for Visual Contexts

Kaihua Tang, Hanwang Zhang, Baoyuan Wu, Wenhan Luo, Wei Liu

Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations

Hao Wu, Jiayuan Mao, Yufeng Zhang, Yuning Jiang, Lei Li

Adversarial Inference for Multi-Sentence Video Description

Jae Sung Park, Marcus Rohrbach, Trevor Darrell, Anna Rohrbach

Streamlined Dense Video Captioning

Jonghwan Mun, Linjie Yang, Zhou Ren, Ning Xu, Bohyung Han

Grounded Video Description

Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach

AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs

Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci

Few-Shot Learning With Localization in Realistic Settings

Davis Wertheimer, Bharath Hariharan

LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning

Amit Alfassy, Leonid Karlinsky, Amit Aides, Joseph Shtok, Sivan Harary

Aggregation Cross-Entropy for Sequence Recognition

Zecheng Xie, Yaoxiong Huang, Yuanzhi Zhu, LianWen Jin, Yuliang Liu

Barrage of Random Transforms for Adversarially Robust Defense

Edward Raff, Jared Sylvester, Steven Forsyth, Mark McLean

Curls & Whey: Boosting Black-Box Adversarial Attacks

Yucheng Shi, Siyu Wang, Yahong Han

Sampling Techniques for Large-Scale Object Detection From Sparsely Annotated Objects

Yusuke Niitani, Takuya Akiba, Tommi Kerola, Toru Ogawa, Shotaro Sano

Mutual Learning of Complementary Networks via Residual Correction for Improving Semi-Supervised Classification

Si Wu, Jichang Li, Cheng Liu, Zhiwen Yu, Hau-San Wong

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery

Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee

Locating Objects Without Bounding Boxes

Javier Ribera, David Guera, Yuhao Chen, Edward J. Delp

Point in, Box Out: Beyond Counting Persons in Crowds

Yuting Liu, Miaojing Shi, Qijun Zhao, Xiaofang Wang

Adaptive NMS: Refining Pedestrian Detection in a Crowd

Songtao Liu, Di Huang, Yunhong Wang

Arbitrary Shape Scene Text Detection With Adaptive Text Region Representation

Xiaobing Wang, Yingying Jiang, Zhenbo Luo, Cheng-lin Liu, Hyunsoo Choi

Composing Text and Image for Image Retrieval - an Empirical Odyssey

Nam Vo, Lu Jiang, Chen Sun, Kevin Murphy, Li-jia Li

Cross-Modality Personalization for Retrieval

Nils Murrugarra-Llerena, Adriana Kovashka

Reasoning-RCNN: Unifying Adaptive Global Reasoning Into Large-Scale Object Detection

Hang Xu, ChenHan Jiang, Xiaodan Liang, Liang Lin, Zhenguo Li

Mask Scoring R-CNN

Zhaojin Huang, Lichao Huang, Yongchao Gong, Chang Huang, Xinggang Wang

Panoptic Feature Pyramid Networks

Alexander Kirillov, Ross Girshick, Kaiming He, Piotr Dollár

L3-Net: Towards Learning Based LiDAR Localization for Autonomous Driving

Weixin Lu, Yao Zhou, Guowei Wan, Shenhua Hou, Shiyu Song

Modularized Textual Grounding for Counterfactual Resilience

Zhiyuan Fang, Shu Kong, Charless Fowlkes, Yezhou Yang

ToothNet: Automatic Tooth Instance Segmentation and Identification From Cone Beam CT Images

Zhiming Cui, Changjian Li, Wenping Wang

EV-Gait: Event-Based Robust Gait Recognition Using Dynamic Vision Sensors

Yanxiang Wang, Bowen Du, Yiran Shen, Kai WU, Guangrong Zhao

Versatile Multiple Choice Learning and Its Application to Vision Computing

Kai Tian, Yi Xu, Shuigeng Zhou, Jihong Guan

Noise-Aware Unsupervised Deep Lidar-Stereo Fusion

Xuelian Cheng, Yiran Zhong, Yuchao Dai, Pan Ji, Hongdong Li

StoryGAN: A Sequential Conditional GAN for Story Visualization

Yitong Li, Zhe Gan, Yelong Shen, Jingjing Liu, Yu Cheng

Visual Question Answering as Reading Comprehension

Hui Li, Peng Wang, Chunhua Shen, Anton van den Hengel

Multi-Target Embodied Question Answering

Licheng Yu, Xinlei Chen, Georgia Gkioxari, Mohit Bansal, Tamara L. Berg

Self-Critical N-Step Training for Image Captioning

Junlong Gao, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao

Synthesizing Environment-Aware Activities via Activity Sketches

Yuan-Hong Liao, Xavier Puig, Marko Boben, Antonio Torralba, Sanja Fidler

Deep Modular Co-Attention Networks for Visual Question Answering

Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Qi Tian

Dense Relational Captioning: Triple-Stream Networks for Relationship-Based Captioning

Dong-Jin Kim, Jinsoo Choi, Tae-Hyun Oh, In So Kweon

Interpreting CNNs via Decision Trees

Quanshi Zhang, Yu Yang, Haotian Ma, Ying Nian Wu

Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification

Wen-Hsuan Chu, Yu-Jhe Li, Jing-Cheng Chang, Yu-Chiang Frank Wang

Context and Attribute Grounded Dense Captioning

Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang

A Robust Local Spectral Descriptor for Matching Non-Rigid Shapes With Incompatible Shape Structures

Yiqun Wang, Jianwei Guo, Dong-Ming Yan, Kai Wang, XIAOPENG ZHANG

AOGNets: Compositional Grammatical Architectures for Deep Learning

Xilai Li, Xi Song, Tianfu Wu

Unsupervised Embedding Learning via Invariant and Spreading Instance Feature

Mang Ye, Xu Zhang, Pong C. Yuen, Shih-fu Chang

Scale-Adaptive Neural Dense Features: Learning via Hierarchical Context Aggregation

Jaime Spencer, Richard Bowden, Simon Hadfield

Marginalized Latent Semantic Encoder for Zero-Shot Learning

Zhengming Ding, Hongfu Liu

Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models

Daniel Ritchie, Kai Wang, Yu-An Lin

An End-To-End Network for Panoptic Segmentation

Huanyu Liu, Chao Peng, Changqian Yu, Jingbo Wang, Xu Liu

Knowledge-Embedded Routing Network for Scene Graph Generation

Tianshui Chen, Weihao Yu, Riquan Chen, Liang Lin

Deep Surface Normal Estimation With Hierarchical RGB-D Fusion

Jin Zeng, Yanfeng Tong, Yunmu Huang, Qiong Yan, Wenxiu Sun

Cross-Atlas Convolution for Parameterization Invariant Learning on Textured Mesh Surface

Shiwei Li, Zixin Luo, Mingmin Zhen, Yao Yao, Tianwei Shen

Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks

Xiaolong Jiang, Zehao Xiao, Baochang Zhang, Xiantong Zhen, Xianbin Cao

Polynomial Representation for Persistence Diagram

Zhichao Wang, Qian Li, Gang Li, Guandong Xu

A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem

Ganzhao Yuan, Li Shen, Wei-Shi Zheng

S4Net: Single Stage Salient-Instance Segmentation

Ruochen Fan, Ming-Ming Cheng, Qibin Hou, Tai-Jiang Mu, Jingdong Wang

Combinatorial Persistency Criteria for Multicut and Max-Cut

Jan-Hendrik Lange, Bjoern Andres, Paul Swoboda

ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples

Xiaojun Jia, Xingxing Wei, Xiaochun Cao, Hassan Foroosh

Multi-Source Weak Supervision for Saliency Detection

Yu Zeng, Yunzhi Zhuge, Huchuan Lu, Lihe Zhang, Mingyang Qian

Orthogonal Decomposition Network for Pixel-Wise Binary Classification

Chang Liu, Fang Wan, Wei Ke, Zhuowei Xiao, Yuan Yao

FOCNet: A Fractional Optimal Control Network for Image Denoising

Xixi Jia, Sanyang Liu, Xiangchu Feng, Lei Zhang

Hierarchical Discrete Distribution Decomposition for Match Density Estimation

ZhiChao Yin, Trevor Darrell, Fisher Yu

Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring

Liyuan Pan, Richard Hartley, miaomiao Liu, Yuchao Dai

CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection

Lu Zhang, Jianming Zhang, Zhe Lin, Huchuan Lu, You He

The Domain Transform Solver

Akash Bapat, Jan-Michael Frahm

Joint Representative Selection and Feature Learning: A Semi-Supervised Approach

Suchen Wang, Jingjing Meng, Junsong Yuan, Yap-Peng Tan

Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms

Canyi Lu, Xi Peng, Yunchao Wei

Turn a Silicon Camera Into an InGaAs Camera

Feifan Lv, Yinqiang Zheng, Bohan Zhang, Feng Lu

Deep Stacked Hierarchical Multi-Patch Network for Image Deblurring

Hongguang Zhang, Yuchao Dai, Hongdong Li, Piotr Koniusz

An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection

Wenguan Wang, Jianbing Shen, Ming-Ming Cheng, Ling Shao

Patch-Based Progressive 3D Point Set Upsampling

Wang Yifan, Shihao Wu, Hui Huang, Daniel Cohen-or, Olga Sorkine-hornung

Reliable and Efficient Image Cropping: A Grid Anchor Based Approach

Hui Zeng, Lida Li, Zisheng Cao, Lei Zhang

Learning Implicit Fields for Generative Shape Modeling

Zhiqin Chen, Hao Zhang

Iterative Residual CNNs for Burst Photography Applications

Filippos Kokkinos, Stamatis Lefkimmiatis

DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality

Chloe LeGendre, Wan-Chun Ma, Graham Fyffe, John Flynn, Laurent Charbonnel

Photo Wake-Up: 3D Character Animation From a Single Photo

Chung-Yi Weng, Brian Curless, Ira Kemelmacher-Shlizerman

RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion

Muhammad Sarmad, Hyunjoo Jenny Lee, Young Min Kim

Typography With Decor: Intelligent Text Style Transfer

Wenjing Wang, Jiaying Liu, Shuai Yang, Zongming Guo

Arbitrary Style Transfer With Style-Attentional Networks

Dae Young Park, Kwang Hee Lee