CVPR

Characterizing and Avoiding Negative Transfer

Zirui Wang, Zihang Dai, Barnabás Póczos, Jaime Carbonell

Comments Published at CVPR 2019

Using Image Priors to Improve Scene Understanding

Brigit Schroeder, Hanlin Tang, Alexandre Alahi

Comments Accepted to Women in Computer Vision (WiCV) Workshop at CVPR 2019

Global Sum Pooling: A Generalization Trick for Object Counting with Small Datasets of Large Images

Shubhra Aich, Ian Stavness

Comments CVPR 2019 Deep Vision Workshop (https://sites.google.com/view/deepvision2019)

WiCV 2019: The Sixth Women In Computer Vision Workshop

Irene Amerini, Elena Balashova, Sayna Ebrahimi, Kathryn Leonard, Arsha Nagrani, Amaia Salvador

Comments Report of the Sixth Women In Computer Vision Workshop

Journal ref The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2019, pp. 0-0

Fast End-to-End Trainable Guided Filter

Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang

Comments Accepted by CVPR 2018. GitHub: https://github.com/wuhuikai/DeepGuidedFilter

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

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

Comments CVPR 2019 (Under review for journal extension). Project page : https://sites.google.com/view/relcap

Learning Sparse Mixture of Experts for Visual Question Answering

Vardaan Pahuja, Jie Fu, Christopher J. Pal

Comments Accepted in Visual Question Answering and Dialog Workshop, CVPR 2019

Grid Anchor based Image Cropping: A New Benchmark and An Efficient Model

Hui Zeng, Lida Li, Zisheng Cao, Lei Zhang

Comments Extension of a CVPR 2019 paper. Dataset and PyTorch Code are released. arXiv admin note: substantial text overlap with arXiv:1904.04441

Label Propagation for Deep Semi-supervised Learning

Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum

Comments Accepted to CVPR 2019

On Stabilizing Generative Adversarial Training with Noise

Simon Jenni, Paolo Favaro

Comments CVPR 2019

Learning Implicit Fields for Generative Shape Modeling

Zhiqin Chen, Hao Zhang

Comments Accepted to CVPR 2019. Code: https://github.com/czq142857/implicit-decoder Project page: https://www.sfu.ca/~zhiqinc/imgan/Readme.html

Learning 3D Human Dynamics from Video

Angjoo Kanazawa, Jason Y. Zhang, Panna Felsen, Jitendra Malik

Comments To appear in CVPR 2019. Changelog: v3. +an experiment to compare improvement from pseudo-gt data on single view vs temporal context model. v2. camready ver: Minor update in model training where the gaussian shape prior is used, updated results (similar results, same trends), added more ablation study in the appendix. v1. +evaluation protocol subsection in appendix, updated results due to bug fix

X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust

Arjun R. Akula, Changsong Liu, Sari Saba-Sadiya, Hongjing Lu, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu

Comments A short version of this was presented at CVPR 2019 Workshop on Explainable AI

LVIS: A Dataset for Large Vocabulary Instance Segmentation

Agrim Gupta, Piotr Dollár, Ross Girshick

Comments Extension of the CVPR'19 paper describing release v0.5, the LVIS Challenge, and baseline results

Attending to Discriminative Certainty for Domain Adaptation

Vinod Kumar Kurmi, Shanu Kumar, Vinay P Namboodiri

Comments CVPR 2019 Accepted, Project: https://delta-lab-iitk.github.io/CADA/

Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training for Embedded Devices

Prajwal Chidananda, Ayan Sinha, Adithya Rao, Douglas Lee, Andrew Rabinovich

Comments CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Long Beach, CA, 2019

Gaussian Temporal Awareness Networks for Action Localization

Fuchen Long, Ting Yao, Zhaofan Qiu, Xinmei Tian, Jiebo Luo, Tao Mei

Comments CVPR 2019 Oral

Blind Geometric Distortion Correction on Images Through Deep Learning

Xiaoyu Li, Bo Zhang, Pedro V. Sander, Jing Liao

Comments 10 pages, 11 figures, published in CVPR 2019

Semantic Correlation Promoted Shape-Variant Context for Segmentation

Henghui Ding, Xudong Jiang, Bing Shuai, Ai Qun Liu, Gang Wang

Comments CVPR 2019, Oral

ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification

Yunyang Xiong, Hyunwoo J. Kim, Varsha Hedau

Comments CVPR 2019 Workshop on Efficient Deep Learning for Computer Vision (Oral)

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge

Kenneth Marino, Mohammad Rastegari, Ali Farhadi, Roozbeh Mottaghi

Comments CVPR 2019

Animating Arbitrary Objects via Deep Motion Transfer

Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe

Comments CVPR-2019 (oral)

VoxelMorph: A Learning Framework for Deformable Medical Image Registration

Guha Balakrishnan, Amy Zhao, Mert R. Sabuncu, John Guttag, Adrian V. Dalca

Comments Accepted to IEEE TMI ( (c) IEEE). This manuscript expands the CVPR 2018 paper (arXiv:1802.02604) by introducing an auxiliary model that uses segmentation maps during training, an amortized optimization analysis, and extensive model analysis. Code available at http://voxelmorph.csail.mit.edu

iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images

Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai

Comments CVPR'19 Workshops (Detecting Objects in Aerial Images). The dataset is publicly available at: https://captain-whu.github.io/iSAID/index.html

Attention-based Dropout Layer for Weakly Supervised Object Localization

Junsuk Choe, Hyunjung Shim

Comments CVPR 2019 (Oral)

Customizable Architecture Search for Semantic Segmentation

Yiheng Zhang, Zhaofan Qiu, Jingen Liu, Ting Yao, Dong Liu, Tao Mei

Comments CVPR 2019

Semantic 3D Reconstruction with Continuous Regularization and Ray Potentials Using a Visibility Consistency Constraint

Nikolay Savinov, Christian Haene, Lubor Ladicky, Marc Pollefeys

Comments Accepted as a spotlight oral paper by CVPR 2016. Code at https://github.com/nsavinov/ray_potentials/

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

Gao Peng, Zhengkai Jiang, Haoxuan You, Pan Lu, Steven Hoi, Xiaogang Wang, Hongsheng Li

Comments CVPR 2019 ORAL

Image Colorization By Capsule Networks

Gökhan Özbulak

Comments Accepted to New Trends in Image Restoration and Enhancement(NTIRE) Workshop at CVPR 2019

Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset

Tianyu Wang, Xin Yang, Ke Xu, Shaozhe Chen, Qiang Zhang, Rynson Lau

Comments Accepted by CVPR'19. Project page: https://stevewongv.github.io/derain-project.html