ECCV

Sketch-Guided Object Localization in Natural Images

Aditay Tripathi, Rajath R Dani, Anand Mishra, Anirban Chakraborty

Comments ECCV 2020 accepted

MatryODShka: Real-time 6DoF Video View Synthesis using Multi-Sphere Images

Benjamin Attal, Selena Ling, Aaron Gokaslan, Christian Richardt, James Tompkin

Comments 25 pages, 13 figures, Published at European Conference on Computer Vision (ECCV 2020), Project Page: http://visual.cs.brown.edu/matryodshka

Structure-Aware Human-Action Generation

Ping Yu, Yang Zhao, Chunyuan Li, Junsong Yuan, Changyou Chen

Comments accepted by ECCV 2020

SF-Net: Single-Frame Supervision for Temporal Action Localization

Fan Ma, Linchao Zhu, Yi Yang, Shengxin Zha, Gourab Kundu, Matt Feiszli, Zheng Shou

Comments ECCV 2020

Adversarial Generative Grammars for Human Activity Prediction

AJ Piergiovanni, Anelia Angelova, Alexander Toshev, Michael S. Ryoo

Comments ECCV 2020 (Oral)

PointMixup: Augmentation for Point Clouds

Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek

Comments Accepted as Spotlight presentation at European Conference on Computer Vision (ECCV), 2020

What Matters in Unsupervised Optical Flow

Rico Jonschkowski, Austin Stone, Jonathan T. Barron, Ariel Gordon, Kurt Konolige, Anelia Angelova

Comments Accepted at ECCV 2020 (Oral). Source code is available at https://github.com/google-research/google-research/tree/master/uflow

Full-Body Awareness from Partial Observations

Chris Rockwell, David F. Fouhey

Comments In ECCV 2020

DSDNet: Deep Structured self-Driving Network

Wenyuan Zeng, Shenlong Wang, Renjie Liao, Yun Chen, Bin Yang, Raquel Urtasun

Comments ECCV 2020

Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction

Kelvin Wong, Qiang Zhang, Ming Liang, Bin Yang, Renjie Liao, Abbas Sadat, Raquel Urtasun

Comments ECCV 2020

Perceive, Predict, and Plan: Safe Motion Planning Through Interpretable Semantic Representations

Abbas Sadat, Sergio Casas, Mengye Ren, Xinyu Wu, Pranaab Dhawan, Raquel Urtasun

Comments European Conference on Computer Vision (ECCV) 2020

Shift Equivariance in Object Detection

Marco Manfredi, Yu Wang

Comments Accepted at ECCV 2020 Workshop: Beyond mAP: Reassessing the Evaluation of Object Detectors

Predicting Visual Overlap of Images Through Interpretable Non-Metric Box Embeddings

Anita Rau, Guillermo Garcia-Hernando, Danail Stoyanov, Gabriel J. Brostow, Daniyar Turmukhambetov

Comments ECCV 2020

Contextual Diversity for Active Learning

Sharat Agarwal, Himanshu Arora, Saket Anand, Chetan Arora

Comments A variant of this report is accepted in ECCV 2020

Learning Temporally Invariant and Localizable Features via Data Augmentation for Video Recognition

Taeoh Kim, Hyeongmin Lee, MyeongAh Cho, Ho Seong Lee, Dong Heon Cho, Sangyoun Lee

Comments European Conference on Computer Vision (ECCV) 2020, 1st Visual Inductive Priors for Data-Efficient Deep Learning Workshop (Oral)

Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3D

Jonah Philion, Sanja Fidler

Comments ECCV 2020

We Have So Much In Common: Modeling Semantic Relational Set Abstractions in Videos

Alex Andonian, Camilo Fosco, Mathew Monfort, Allen Lee, Rogerio Feris, Carl Vondrick, Aude Oliva

Comments European Conference on Computer Vision (ECCV) 2020, accepted

Free View Synthesis

Gernot Riegler, Vladlen Koltun

Comments published at ECCV 2020, https://youtu.be/JDJPn3ZtfZs

Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

Haotian Tang, Zhijian Liu, Shengyu Zhao, Yujun Lin, Ji Lin, Hanrui Wang, Song Han

Comments ECCV 2020. The first two authors contributed equally to this work. Project page: http://spvnas.mit.edu/

NAS-Count: Counting-by-Density with Neural Architecture Search

Yutao Hu, Xiaolong Jiang, Xuhui Liu, Baochang Zhang, Jungong Han, Xianbin Cao, David Doermann

Comments Accepted to European Conference on Computer Vision(ECCV) 2020

Deep k-NN Defense against Clean-label Data Poisoning Attacks

Neehar Peri, Neal Gupta, W. Ronny Huang, Liam Fowl, Chen Zhu, Soheil Feizi, Tom Goldstein, John P. Dickerson

Comments Accepted to ECCV 2020 Workshop - Adversarial Robustness in the Real World (AROW). First three authors contributed equally

Look here! A parametric learning based approach to redirect visual attention

Youssef Alami Mejjati, Celso F. Gomez, Kwang In Kim, Eli Shechtman, Zoya Bylinskii

Comments To appear in ECCV 2020

Guided Collaborative Training for Pixel-wise Semi-Supervised Learning

Zhanghan Ke, Di Qiu, Kaican Li, Qiong Yan, Rynson W. H. Lau

Comments 16th European Conference on Computer Vision (ECCV 2020)

Null-sampling for Interpretable and Fair Representations

Thomas Kehrenberg, Myles Bartlett, Oliver Thomas, Novi Quadrianto

Comments Published as a conference paper at the 16th European Conference on Computer Vision (ECCV), Glasgow, UK, 2020

Representative Graph Neural Network

Changqian Yu, Yifan Liu, Changxin Gao, Chunhua Shen, Nong Sang

Comments Accepted to ECCV 2020. Code is available at https://git.io/RepGraph

Journal ref European Conference on Computer Vision 2020

Domain Adaptive Semantic Segmentation Using Weak Labels

Sujoy Paul, Yi-Hsuan Tsai, Samuel Schulter, Amit K. Roy-Chowdhury, Manmohan Chandraker

Comments ECCV 2020

GeLaTO: Generative Latent Textured Objects

Ricardo Martin-Brualla, Rohit Pandey, Sofien Bouaziz, Matthew Brown, Dan B Goldman

Comments ECCV 2020 Spotlight. Project website: https://gelato-paper.github.io

Journal ref European Conference on Computer Vision 2020

Learning to Cluster under Domain Shift

Willi Menapace, Stéphane Lathuilière, Elisa Ricci

Comments ECCV 2020

Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss

Yang Li, Shichao Kan, Zhihai He

Comments ECCV 2020

Invertible Neural BRDF for Object Inverse Rendering

Zhe Chen, Shohei Nobuhara, Ko Nishino

Comments accepted to ECCV 2020 as spotlight