CVPR 2018

979 papers

Dynamic Video Segmentation Network

Yu-Syuan Xu, Tsu-Jui Fu, Hsuan-Kung Yang, Chun-Yi Lee

Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?

Kensho Hara, Hirokatsu Kataoka, Yutaka Satoh

Future Frame Prediction for Anomaly Detection – A New Baseline

Wen Liu, Weixin Luo, Dongze Lian, Shenghua Gao

Instance Embedding Transfer to Unsupervised Video Object Segmentation

Siyang Li, Bryan Seybold, Alexey Vorobyov, Alireza Fathi, Qin Huang

Depth-Aware Stereo Video Retargeting

Bing Li, Chia-Wen Lin, Boxin Shi, Tiejun Huang, Wen Gao

Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment

Li Ding, Chenliang Xu

Efficient Video Object Segmentation via Network Modulation

Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos

Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification

Yi Zhou, Ling Shao

Real-World Anomaly Detection in Surveillance Videos

Waqas Sultani, Chen Chen, Mubarak Shah

Making Convolutional Networks Recurrent for Visual Sequence Learning

Xiaodong Yang, Pavlo Molchanov, Jan Kautz

Inferring Shared Attention in Social Scene Videos

Lifeng Fan, Yixin Chen, Ping Wei, Wenguan Wang, Song-chun Zhu

A Closer Look at Spatiotemporal Convolutions for Action Recognition

Du Tran, Heng Wang, Lorenzo Torresani, Jamie Ray, Yann LeCun

Improving Color Reproduction Accuracy on Cameras

Hakki Can Karaimer, Michael S. Brown

Multispectral Image Intrinsic Decomposition via Subspace Constraint

Qian Huang, Weixin Zhu, Yang Zhao, Linsen Chen, Yao Wang

Divide and Conquer for Full-Resolution Light Field Deblurring

M. R. Mahesh Mohan, A. N. Rajagopalan

Statistical Tomography of Microscopic Life

Aviad Levis, Yoav Y. Schechner, Ronen Talmon

Seeing Temporal Modulation of Lights From Standard Cameras

Naoki Sakakibara, Fumihiko Sakaue, Jun Sato

Aperture Supervision for Monocular Depth Estimation

Pratul P. Srinivasan, Rahul Garg, Neal Wadhwa, Ren Ng, Jonathan T. Barron

Deep End-to-End Time-of-Flight Imaging

Shuochen Su, Felix Heide, Gordon Wetzstein, Wolfgang Heidrich

Blind Predicting Similar Quality Map for Image Quality Assessment

Da Pan, Ping Shi, Ming Hou, Zefeng Ying, Sizhe Fu

AMNet: Memorability Estimation With Attention

Jiri Fajtl, Vasileios Argyriou, Dorothy Monekosso, Paolo Remagnino

A Common Framework for Interactive Texture Transfer

Yifang Men, Zhouhui Lian, Yingmin Tang, Jianguo Xiao

Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion

Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle Champley

Learning to Extract a Video Sequence From a Single Motion-Blurred Image

Meiguang Jin, Givi Meishvili, Paolo Favaro

Learning to Detect Features in Texture Images

Linguang Zhang, Szymon Rusinkiewicz

LIME: Live Intrinsic Material Estimation

Abhimitra Meka, Maxim Maximov, Michael Zollhöfer, Avishek Chatterjee, Hans-peter Seidel

Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs

Yu-Sheng Chen, Yu-Ching Wang, Man-Hsin Kao, Yung-Yu Chuang

SfSNet: Learning Shape, Reflectance and Illuminance of Faces `in the Wild'

Soumyadip Sengupta, Angjoo Kanazawa, Carlos D. Castillo, David W. Jacobs

Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework

Jie Chen, Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau, He Li

Modifying Non-Local Variations Across Multiple Views

Tal Tlusty, Tomer Michaeli, Tali Dekel, Lihi Zelnik-Manor

Inferring Light Fields From Shadows

Manel Baradad, Vickie Ye, Adam B. Yedidia, Fredo Durand, William T. Freeman

Tracking Multiple Objects Outside the Line of Sight Using Speckle Imaging

Brandon M. Smith, Matthew O'Toole, Mohit Gupta

Optimal Structured Light à La Carte

Parsa Mirdehghan, Wenzheng Chen, Kiriakos N. Kutulakos

Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces

Hao Zhou, Jin Sun, Yaser Yacoob, David W. Jacobs

The Perception-Distortion Tradeoff

Yochai Blau, Tomer Michaeli

Trapping Light for Time of Flight

Ruilin Xu, Mohit Gupta, Shree K. Nayar

Illuminant Spectra-Based Source Separation Using Flash Photography

Zhuo Hui, Kalyan Sunkavalli, Sunil Hadap, Aswin C. Sankaranarayanan

Photographic Text-to-Image Synthesis With a Hierarchically-Nested Adversarial Network

Zizhao Zhang, Yuanpu Xie, Lin Yang

Learning Globally Optimized Object Detector via Policy Gradient

Yongming Rao, Dahua Lin, Jiwen Lu, Jie Zhou

MegDet: A Large Mini-Batch Object Detector

Chao Peng, Tete Xiao, Zeming Li, Yuning Jiang, Xiangyu Zhang

Functional Map of the World

Gordon Christie, Neil Fendley, James Wilson, Ryan Mukherjee

Learning Semantic Concepts and Order for Image and Sentence Matching

Yan Huang, Qi Wu, Chunfeng Song, Liang Wang

Cascade R-CNN: Delving Into High Quality Object Detection

Zhaowei Cai, Nuno Vasconcelos

SeGAN: Segmenting and Generating the Invisible

Kiana Ehsani, Roozbeh Mottaghi, Ali Farhadi

Focal Visual-Text Attention for Visual Question Answering

Junwei Liang, Lu Jiang, Liangliang Cao, Li-jia Li, Alexander G. Hauptmann

Unsupervised Textual Grounding: Linking Words to Image Concepts

Raymond A. Yeh, Minh N. Do, Alexander G. Schwing

Visual Question Generation as Dual Task of Visual Question Answering

Yikang LI, Nan Duan, Bolei Zhou, Xiao Chu, Wanli Ouyang

Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning

Qi Wu, Peng Wang, Chunhua Shen, Ian Reid, Anton van den Hengel

FlipDial: A Generative Model for Two-Way Visual Dialogue

Daniela Massiceti, N. Siddharth, Puneet K. Dokania, Philip H.S. Torr

Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering

Duy-Kien Nguyen, Takayuki Okatani

Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering

Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson

MX-LSTM: Mixing Tracklets and Vislets to Jointly Forecast Trajectories and Head Poses

Irtiza Hasan, Francesco Setti, Theodore Tsesmelis, Alessio Del Bue, Fabio Galasso

Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination

Hazel Doughty, Dima Damen, Walterio Mayol-Cuevas

AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions

Chunhui Gu, Chen Sun, David A. Ross, Carl Vondrick, Caroline Pantofaru

Features for Multi-Target Multi-Camera Tracking and Re-Identification

Ergys Ristani, Carlo Tomasi

Compressed Video Action Recognition

Chao-Yuan Wu, Manzil Zaheer, Hexiang Hu, R. Manmatha, Alexander J. Smola

End-to-End Learning of Motion Representation for Video Understanding

Lijie Fan, Wenbing Huang, Chuang Gan, Stefano Ermon, Boqing Gong

Fine-Grained Video Captioning for Sports Narrative

Huanyu Yu, Shuo Cheng, Bingbing Ni, Minsi Wang, Jian Zhang

Low-Latency Video Semantic Segmentation

Yule Li, Jianping Shi, Dahua Lin

Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints

Alexander Richard, Hilde Kuehne, Juergen Gall

CNN in MRF: Video Object Segmentation via Inference in a CNN-Based Higher-Order Spatio-Temporal MRF

Linchao Bao, Baoyuan Wu, Wei Liu

Egocentric Activity Recognition on a Budget

Rafael Possas, Sheila Pinto Caceres, Fabio Ramos

Actor and Action Video Segmentation From a Sentence

Kirill Gavrilyuk, Amir Ghodrati, Zhenyang Li, Cees G. M. Snoek

Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos

De-An Huang, Shyamal Buch, Lucio Dery, Animesh Garg, Li Fei-fei

Im2Flow: Motion Hallucination From Static Images for Action Recognition

Ruohan Gao, Bo Xiong, Kristen Grauman

Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning

Jongchan Park, Joon-Young Lee, Donggeun Yoo, In So Kweon

Separating Self-Expression and Visual Content in Hashtag Supervision

Andreas Veit, Maximilian Nickel, Serge Belongie, Laurens van der Maaten

Rotation-Sensitive Regression for Oriented Scene Text Detection

Minghui Liao, Zhen Zhu, Baoguang Shi, Gui-Song Xia, Xiang Bai

Human-Centric Indoor Scene Synthesis Using Stochastic Grammar

Siyuan Qi, Yixin Zhu, Siyuan Huang, Chenfanfu Jiang, Song-chun Zhu

Egocentric Basketball Motion Planning From a Single First-Person Image

Gedas Bertasius, Aaron Chan, Jianbo Shi

Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks

Alexander Sage, Eirikur Agustsson, Radu Timofte, Luc Van Gool

LiDAR-Video Driving Dataset: Learning Driving Policies Effectively

Yiping Chen, Jingkang Wang, Jonathan Li, Cewu Lu, Zhipeng Luo

DeLS-3D: Deep Localization and Segmentation With a 3D Semantic Map

Peng Wang, Ruigang Yang, Binbin Cao, Wei Xu, Yuanqing Lin

Fast Monte-Carlo Localization on Aerial Vehicles Using Approximate Continuous Belief Representations

Aditya Dhawale, Kumar Shaurya Shankar, Nathan Michael

Variational Autoencoders for Deforming 3D Mesh Models

Qingyang Tan, Lin Gao, Yu-Kun Lai, Shihong Xia

Neural Motifs: Scene Graph Parsing With Global Context

Rowan Zellers, Mark Yatskar, Sam Thomson, Yejin Choi

Low-Shot Learning With Imprinted Weights

Hang Qi, Matthew Brown, David G. Lowe

Single-Shot Object Detection With Enriched Semantics

Zhishuai Zhang, Siyuan Qiao, Cihang Xie, Wei Shen, Bo Wang

Learning to Evaluate Image Captioning

Yin Cui, Guandao Yang, Andreas Veit, Xun Huang, Serge Belongie

Eliminating Background-Bias for Robust Person Re-Identification

Maoqing Tian, Shuai Yi, hongsheng Li, Shihua Li, Xuesen Zhang

Dimensionality's Blessing: Clustering Images by Underlying Distribution

Wen-Yan Lin, Siying Liu, Jian-Huang Lai, Yasuyuki Matsushita

A Deeper Look at Power Normalizations

Piotr Koniusz, Hongguang Zhang, Fatih Porikli

Generative Adversarial Learning Towards Fast Weakly Supervised Detection

Yunhan Shen, Rongrong Ji, ShengChuan Zhang, Wangmeng Zuo, Yan Wang

Two Can Play This Game: Visual Dialog With Discriminative Question Generation and Answering

Unnat Jain, Svetlana Lazebnik, Alexander G. Schwing

Referring Image Segmentation via Recurrent Refinement Networks

Ruiyu Li, Kaican Li, Yi-Chun Kuo, Michelle Shu, Xiaojuan Qi

End-to-End Convolutional Semantic Embeddings

Quanzeng You, Zhengyou Zhang, Jiebo Luo

Globally Optimal Inlier Set Maximization for Atlanta Frame Estimation

Kyungdon Joo, Tae-Hyun Oh, In So Kweon, Jean-Charles Bazin

Cross-Dataset Adaptation for Visual Question Answering

Wei-Lun Chao, Hexiang Hu, Fei Sha

Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking

Filip Radenovic, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondřej Chum

Weakly Supervised Phrase Localization With Multi-Scale Anchored Transformer Network

Fang Zhao, Jianshu Li, Jian Zhao, Jiashi Feng

Mobile Video Object Detection With Temporally-Aware Feature Maps

Mason Liu, Menglong Zhu

FOTS: Fast Oriented Text Spotting With a Unified Network

Xuebo Liu, Ding Liang, Shi Yan, Dagui Chen, Yu Qiao

Unsupervised Learning of Depth and Ego-Motion From Monocular Video Using 3D Geometric Constraints

Reza Mahjourian, Martin Wicke, Anelia Angelova

DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks

Shuang Ma, Jianlong Fu, Chang Wen Chen, Tao Mei

DVQA: Understanding Data Visualizations via Question Answering

Kushal Kafle, Brian Price, Scott Cohen, Christopher Kanan

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder

Regularizing Deep Networks by Modeling and Predicting Label Structure

Mohammadreza Mostajabi, Michael Maire, Gregory Shakhnarovich

Analyzing Filters Toward Efficient ConvNet

Takumi Kobayashi

Deep Face Detector Adaptation Without Negative Transfer or Catastrophic Forgetting

Muhammad Abdullah Jamal, Haoxiang Li, Boqing Gong

DiverseNet: When One Right Answer Is Not Enough

Michael Firman, Neill D. F. Campbell, Lourdes Agapito, Gabriel J. Brostow