ICCV

Block Annotation: Better Image Annotation for Semantic Segmentation with Sub-Image Decomposition

Hubert Lin, Paul Upchurch, Kavita Bala

Comments ICCV 2019; http://www.cs.cornell.edu/~hubert/block_annotation/

Chinese Street View Text: Large-scale Chinese Text Reading with Partially Supervised Learning

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

Comments ICCV 2019

MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences

Xingyu Liu, Mengyuan Yan, Jeannette Bohg

Comments ICCV 2019 (Oral)

PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment

Kaixin Wang, Jun Hao Liew, Yingtian Zou, Daquan Zhou, Jiashi Feng

Comments 10 pages, 6 figures, ICCV 2019, code available at https://github.com/kaixin96/PANet

Towards Learning Multi-agent Negotiations via Self-Play

Yichuan Charlie Tang

Comments Autonomous Driving Workshop, IEEE International Conference on Computer Vision (ICCV 2019)

Online Model Distillation for Efficient Video Inference

Ravi Teja Mullapudi, Steven Chen, Keyi Zhang, Deva Ramanan, Kayvon Fatahalian

Journal ref ICCV 2019

Temporal Interlacing Network

Hao Shao, Shengju Qian, Yu Liu

Comments Accepted to AAAI 2020. Winning entry of ICCV Multi-Moments in Time Challenge 2019. Code is available at https://github.com/deepcs233/TIN

Multimodal Style Transfer via Graph Cuts

Yulun Zhang, Chen Fang, Yilin Wang, Zhaowen Wang, Zhe Lin, Yun Fu, Jimei Yang

Comments Accepted to ICCV 2019. Typos in Eqs. (11) and (12) have been fixed in arXiv V2 and this version (V6). Code: https://github.com/yulunzhang/MST

COCO-GAN: Generation by Parts via Conditional Coordinating

Chieh Hubert Lin, Chia-Che Chang, Yu-Sheng Chen, Da-Cheng Juan, Wei Wei, Hwann-Tzong Chen

Comments Accepted to ICCV'19 (oral). All images are compressed due to size limit, please access the full-resolution version via Google Drive: http://bit.ly/COCO-GAN-full

Data-Free Learning of Student Networks

Hanting Chen, Yunhe Wang, Chang Xu, Zhaohui Yang, Chuanjian Liu, Boxin Shi, Chunjing Xu, Chao Xu, Qi Tian

Journal ref ICCV 2019

Very Long Natural Scenery Image Prediction by Outpainting

Zongxin Yang, Jian Dong, Ping Liu, Yi Yang, Shuicheng Yan

Comments ICCV-19

On the Global Optima of Kernelized Adversarial Representation Learning

Bashir Sadeghi, Runyi Yu, Vishnu Naresh Boddeti

Comments Accepted for publication at ICCV 2019. This version includes additional theoretical and experimental analysis. Minor update to the GMM experiment

AdvGAN++ : Harnessing latent layers for adversary generation

Puneet Mangla, Surgan Jandial, Sakshi Varshney, Vineeth N Balasubramanian

Comments Accepted at Neural Architects Workshop, ICCV 2019

Learning Filter Basis for Convolutional Neural Network Compression

Yawei Li, Shuhang Gu, Luc Van Gool, Radu Timofte

Comments Code is available at https://github.com/ofsoundof/learning_filter_basis. ICCV 2019

Omni-Scale Feature Learning for Person Re-Identification

Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro, Tao Xiang

Comments ICCV 2019; This version adds additional training recipes for practitioners

What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis

Jeonghun Baek, Geewook Kim, Junyeop Lee, Sungrae Park, Dongyoon Han, Sangdoo Yun, Seong Joon Oh, Hwalsuk Lee

Comments Oral paper at ICCV'19. Our code is publicly available. (https://github.com/clovaai/deep-text-recognition-benchmark)

Predicting the Future: A Jointly Learnt Model for Action Anticipation

Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

Comments ICCV 2019

What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance

Mahmoud Afifi, Michael S Brown

Comments ICCV 2019

Interpreting Undesirable Pixels for Image Classification on Black-Box Models

Sin-Han Kang, Hong-Gyu Jung, Seong-Whan Lee

Comments Accepted to 2019 ICCV Workshop on Interpreting and Explaining Visual Artificial Intelligence Models

Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras

Stefano Pini, Guido Borghi, Roberto Vezzani

Comments Accepted as full oral at the 15th International Conference on Computer Vision Theory and Applications (VISAPP) 2020

Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization

Songyang Zhang, Houwen Peng, Le Yang, Jianlong Fu, Jiebo Luo

Comments This is our winner solution for the HACS Temporal Action Localization Challenge at ICCV 2019

3D CNN with Localized Residual Connections for Hyperspectral Image Classification

Shivangi Dwivedi, Murari Mandal, Shekhar Yadav, Santosh Kumar Vipparthi

Comments 4th International Conference on Computer Vision and Image Processing (CVIP-2019)

Synthetic Video Generation for Robust Hand Gesture Recognition in Augmented Reality Applications

Varun Jain, Shivam Aggarwal, Suril Mehta, Ramya Hebbalaguppe

Comments Presented at the ICCV 2019 Workshop: The 5th International Workshop on Observing And Understanding Hands In Action

Episodic Training for Domain Generalization

Da Li, Jianshu Zhang, Yongxin Yang, Cong Liu, Yi-Zhe Song, Timothy M. Hospedales

Comments ICCV'19 CR version and fix Table 5. Code is now available at https://github.com/HAHA-DL/Episodic-DG

On the Design of Black-box Adversarial Examples by Leveraging Gradient-free Optimization and Operator Splitting Method

Pu Zhao, Sijia Liu, Pin-Yu Chen, Nghia Hoang, Kaidi Xu, Bhavya Kailkhura, Xue Lin

Comments accepted by ICCV 2019

PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization

Shunsuke Saito, Zeng Huang, Ryota Natsume, Shigeo Morishima, Angjoo Kanazawa, Hao Li

Comments project page: https://shunsukesaito.github.io/PIFu

Journal ref The IEEE International Conference on Computer Vision (ICCV), 2019, pp. 2304-2314

Craquelure as a Graph: Application of Image Processing and Graph Neural Networks to the Description of Fracture Patterns

Oleksii Sidorov, Jon Yngve Hardeberg

Comments Published in ICCV 2019 Workshops

Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution

Oleksii Sidorov, Jon Yngve Hardeberg

Comments Published in ICCV 2019 Workshops

BERT for Large-scale Video Segment Classification with Test-time Augmentation

Tianqi Liu, Qizhan Shao

Comments ICCV 2019 YouTube8M workshop

Journal ref ICCV 2019

Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation

Janis Postels, Francesco Ferroni, Huseyin Coskun, Nassir Navab, Federico Tombari

Comments International Conference on Computer Vision 2019 (oral)