IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2018: all accepted papers
- Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition ↗Yansong Tang, Yi Tian, Jiwen Lu et al.444 citations
- Facial Expression Recognition by De-expression Residue Learning ↗Huiyuan Yang, Umur Aybars Çiftçi, Lijun Yin439 citations
- Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition ↗Yaming Wang, Vlad I. Morariu, Larry Steven Davis439 citations
- SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels ↗Matthias Fey, Jan Eric Lenssen, Frank Weichert et al.437 citations
- PointGrid: A Deep Network for 3D Shape Understanding ↗Truc Le, Ye Duan432 citations
- CartoonGAN: Generative Adversarial Networks for Photo Cartoonization ↗Chen Yang, Yu‐Kun Lai, Yong‐Jin Liu428 citations
- Deep Depth Completion of a Single RGB-D Image ↗Yinda Zhang, Thomas A. Funkhouser427 citations
- Single Image Dehazing via Conditional Generative Adversarial Network ↗Runde Li, Jinshan Pan, Zechao Li et al.427 citations
- Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network ↗Zizhao Zhang, Lin Yang, Yefeng Zheng423 citations
- Data Distillation: Towards Omni-Supervised Learning ↗Ilija Radosavovic, Piotr Dollár, Ross Girshick et al.421 citations
- Fast Video Object Segmentation by Reference-Guided Mask Propagation ↗Seoung Wug Oh, Joon‐Young Lee, Kalyan Sunkavalli et al.420 citations
- Geometry-Aware Learning of Maps for Camera Localization ↗Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim et al.417 citations
- DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation ↗Jiang Liu, Chenqiang Gao, Deyu Meng et al.416 citations
- Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift ↗Ruijia Xu, Ziliang Chen, Wangmeng Zuo et al.415 citations
- Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ ↗David Acuna, Huan Ling, Amlan Kar et al.414 citations
- Convolutional Image Captioning ↗Jyoti Aneja, Aditya Deshpande, Alexander Gerhard Schwing412 citations
- Context-Aware Synthesis for Video Frame Interpolation ↗Simon Niklaus, Feng Liu411 citations
- Neural Baby Talk ↗Jiasen Lu, Jianwei Yang, Dhruv Batra et al.411 citations
- Ordinal Depth Supervision for 3D Human Pose Estimation ↗Georgios Pavlakos, Xiaowei Zhou, Kostas Daniilidis411 citations
- Nonlinear 3D Face Morphable Model ↗Luan Tran, Xiaoming Liu407 citations
- 3D Human Pose Estimation in the Wild by Adversarial Learning ↗Wei Ping Yang, Wanli Ouyang, Xiaolong Wang et al.406 citations
- Burst Denoising with Kernel Prediction Networks ↗Ben Mildenhall, Jonathan T. Barron, Jiawen Chen et al.404 citations
- Appearance-and-Relation Networks for Video Classification ↗Limin Wang, Wei Li, Wen Li et al.403 citations
- Weakly Supervised Action Localization by Sparse Temporal Pooling Network ↗Phuc Nguyen, Bohyung Han, Ting Liu et al.402 citations
- Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking ↗Filip Radenović, Ahmet İşcen, Giorgos Tolias et al.401 citations
- Learning Convolutional Networks for Content-Weighted Image Compression ↗Mu Li, Wangmeng Zuo, Shuhang Gu et al.400 citations
- A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts ↗Yizhe Zhu, Mohamed Elhoseiny, Bingchen Liu et al.399 citations
- Learning Less is More - 6D Camera Localization via 3D Surface Regression ↗Eric Brachmann, Carsten Rother399 citations
- Pose Transferrable Person Re-identification ↗Jinxian Liu, Bingbing Ni, Yichao Yan et al.398 citations
- Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models ↗Jiuxiang Gu, Jianfei Cai, Shafiq Joty et al.396 citations
- Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge ↗Damien Teney, Peter Anderson, Xiaodong He et al.396 citations
- Multimodal Explanations: Justifying Decisions and Pointing to the Evidence ↗Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata et al.395 citations
- CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization ↗Sixing Hu, Mengdan Feng, Rang M. H. Nguyen et al.394 citations
- Context Contrasted Feature and Gated Multi-scale Aggregation for Scene Segmentation ↗Henghui Ding, Xudong Jiang, Bing Shuai et al.394 citations
- Triplet-Center Loss for Multi-view 3D Object Retrieval ↗Xinwei He, Yang Zhou, Zhichao Zhou et al.390 citations
- Multi-oriented Scene Text Detection via Corner Localization and Region Segmentation ↗Pengyuan Lyu, Cong Yao, Wenhao Wu et al.389 citations
- Occluded Pedestrian Detection Through Guided Attention in CNNs ↗Shanshan Zhang, Jian Jun Yang, Bernt Schiele385 citations
- Single Image Reflection Separation with Perceptual Losses ↗Xuaner Zhang, Ren Ng, Qifeng Chen385 citations
- Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks ↗Jiawei Zhang, Jinshan Pan, Jimmy Ren et al.384 citations
- Exploit the Unknown Gradually: One-Shot Video-Based Person Re-identification by Stepwise Learning ↗Yu Wu, Yutian Lin, Xuanyi Dong et al.383 citations
- GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation ↗Xiaojuan Qi, Renjie Liao, Zhengzhe Liu et al.381 citations
- Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions ↗Bichen Wu, Alvin Wan, Xiangyu Yue et al.381 citations
- V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map ↗Ju Yong Chang, Gyeongsik Moon, Kyoung Mu Lee381 citations
- Learning to Compare: Relation Network for Few-Shot Learning ↗Flood Sung, Yongxin Yang, Li Zhang et al.380 citations
- Deep Cauchy Hashing for Hamming Space Retrieval ↗Yue Cao, Mingsheng Long, Bin Liu et al.376 citations
- Efficient Video Object Segmentation via Network Modulation ↗Linjie Yang, Yanran Wang, Xuehan Xiong et al.373 citations
- MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features ↗Liang-Chieh Chen, Alexander Hermans, George Papandreou et al.373 citations
- Scale-Transferrable Object Detection ↗Peng Zhou, Bingbing Ni, Cong Geng et al.373 citations
- CodeSLAM - Learning a Compact, Optimisable Representation for Dense Visual SLAM ↗Michael Bloesch, Jan Czarnowski, Ronald Clark et al.372 citations
- VirtualHome: Simulating Household Activities Via Programs ↗Xavier Puig, Kevin Ra, Marko Boben et al.371 citations
- Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-identification ↗Shuang Li, Sławomir Bąk, Peter Carr et al.370 citations
- Improved Lossy Image Compression with Priming and Spatially Adaptive Bit Rates for Recurrent Networks ↗Nick Johnston, Damien Vincent, David C. Minnen et al.366 citations
- Crowd Counting via Adversarial Cross-Scale Consistency Pursuit ↗Zan Shen, Yi Xu, Bingbing Ni et al.364 citations
- Super-FAN: Integrated Facial Landmark Localization and Super-Resolution of Real-World Low Resolution Faces in Arbitrary Poses with GANs ↗Adrian Bulat, Georgios Tzimiropoulos360 citations
- Deep Parametric Continuous Convolutional Neural Networks ↗Shenlong Wang, Simon Suo, Wei-Chiu Ma et al.359 citations
- RoadTracer: Automatic Extraction of Road Networks from Aerial Images ↗Favyen Bastani, Songtao He, Sofiane Abbar et al.359 citations
- Multi-level Fusion Based 3D Object Detection from Monocular Images ↗Bin Xu, Zhenzhong Chen358 citations
- Fully Convolutional Adaptation Networks for Semantic Segmentation ↗Yiheng Zhang, Zhaofan Qiu, Ting Yao et al.356 citations
- Learning for Disparity Estimation Through Feature Constancy ↗Zhengfa Liang, Yiliu Feng, Yulan Guo et al.354 citations
- Convolutional Sequence to Sequence Model for Human Dynamics ↗Chen Li, Zhen Zhang, Wee Sun Lee et al.353 citations
- Embodied Question Answering ↗Abhishek Das, Samyak Datta, Georgia Gkioxari et al.352 citations
- Generative Adversarial Perturbations ↗Omid Poursaeed, Isay Katsman, Bicheng Gao et al.352 citations
- Graph-Cut RANSAC ↗Dániel Baráth, Jiřı́ Matas352 citations
- IQA: Visual Question Answering in Interactive Environments ↗Daniel Gordon, Aniruddha Kembhavi, Mohammad Rastegari et al.352 citations
- Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation ↗Dan Xu, Wei Wang, Hao Tang et al.348 citations
- Compressed Video Action Recognition ↗Chao-Yuan Wu, Manzil Zaheer, Hexiang Hu et al.347 citations
- Improved Fusion of Visual and Language Representations by Dense Symmetric Co-attention for Visual Question Answering ↗Duy-Kien Nguyen, Takayuki Okatani347 citations
- SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis ↗Wengling Chen, James H. Hays345 citations
- Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis ↗Seunghoon Hong, Dingdong Yang, Jongwook Choi et al.344 citations
- Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition ↗Shuyang Sun, Zhanghui Kuang, Lu Sheng et al.343 citations
- Learning Semantic Concepts and Order for Image and Sentence Matching ↗Yan Huang, Qi Wu, Chunfeng Song et al.342 citations
- A Unifying Contrast Maximization Framework for Event Cameras, with Applications to Motion, Depth, and Optical Flow Estimation ↗Guillermo Gallego, Henri Rebecq, Davide Scaramuzza341 citations
- Deep Spatial Feature Reconstruction for Partial Person Re-identification: Alignment-free Approach ↗Lingxiao He, Jian Liang, Haiqing Li et al.341 citations
- MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks ↗A. Gordon, Elad Eban, Ofir Nachum et al.341 citations
- Style Aggregated Network for Facial Landmark Detection ↗Xuanyi Dong, Yan Yan, Wanli Ouyang et al.339 citations
- Reconstruction Network for Video Captioning ↗Bairui Wang, Lin Ma, Wei Zhang et al.337 citations
- Normalized Cut Loss for Weakly-Supervised CNN Segmentation ↗Meng Tang, Abdelaziz Djelouah, Federico Perazzi et al.336 citations
- Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection ↗Hao Chen, Youfu Li336 citations
- Recognizing Human Actions as the Evolution of Pose Estimation Maps ↗Mengyuan Liu, Junsong Yuan336 citations
- Attentional ShapeContextNet for Point Cloud Recognition ↗Saining Xie, Sainan Liu, Zeyu Chen et al.334 citations
- Multi-content GAN for Few-Shot Font Style Transfer ↗Samaneh Azadi, Matthew Fisher, Vladimir G. Kim et al.333 citations
- PoTion: Pose MoTion Representation for Action Recognition ↗Vasileios Choutas, Philippe Weinzaepfel, Jérôme Revaud et al.332 citations
- PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference ↗Ekta Prashnani, Hong Cai, Yasamin Mostofi et al.330 citations
- 3D-RCNN: Instance-Level 3D Object Reconstruction via Render-and-Compare ↗Abhijit Kundu, Yin Li, James Matthew Rehg328 citations
- Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features ↗Xiang Wang, Shaodi You, Xi Li et al.326 citations
- FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis ↗Nitika Verma, Edmond Boyer, Jakob Jozef Verbeek324 citations
- Iterative Learning with Open-set Noisy Labels ↗Yisen Wang, Weiyang Liu, Xingjun Ma et al.324 citations
- Photographic Text-to-Image Synthesis with a Hierarchically-Nested Adversarial Network ↗Zizhao Zhang, Yuanpu Xie, Lin Yang322 citations
- In-place Activated BatchNorm for Memory-Optimized Training of DNNs ↗Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder320 citations
- Occlusion Aware Unsupervised Learning of Optical Flow ↗Yang Wang, Yi Yang, Zhenheng Yang et al.320 citations
- EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images ↗Changha Shin, Hae‐Gon Jeon, Young‐Jin Yoon et al.319 citations
- On the Robustness of Semantic Segmentation Models to Adversarial Attacks ↗Anurag Arnab, Ondřej Mikšík, Philip H. S. Torr319 citations
- Learning to Localize Sound Source in Visual Scenes ↗Arda Senocak, Tae-Hyun Oh, Junsik Kim et al.318 citations
- Multi-view Harmonized Bilinear Network for 3D Object Recognition ↗Tan Yu, Jingjing Meng, Junsong Yuan318 citations
- Synthesizing Images of Humans in Unseen Poses ↗Guha Balakrishnan, Amy T. Zhao, Adrian Vasile Dalca et al.317 citations
- Learning and Using the Arrow of Time ↗Donglai Wei, Joseph J. Lim, Andrew Zisserman et al.315 citations
- Toward Driving Scene Understanding: A Dataset for Learning Driver Behavior and Causal Reasoning ↗Vasili Ramanishka, Yi‐Ting Chen, Teruhisa Misu et al.314 citations
- Avatar-Net: Multi-scale Zero-Shot Style Transfer by Feature Decoration ↗Lu Sheng, Ziyi Lin, Jing Shao et al.313 citations
- Thoracic Disease Identification and Localization with Limited Supervision ↗Zhe Li, Chong Wang, Mei Han et al.313 citations
- End-to-End Flow Correlation Tracking with Spatial-Temporal Attention ↗Zheng Dong Zhu, Wei Wu, Wei Zou et al.311 citations
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