ICCV

Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving

Xuanchi Ren, Tao Yang, Li Erran Li, Alexandre Alahi, Qifeng Chen

Comments Accepted to ICCV 2021

Studying the Effects of Self-Attention for Medical Image Analysis

Adrit Rao, Jongchan Park, Sanghyun Woo, Joon-Young Lee, Oliver Aalami

Comments ICCV 2021 CVAMD

Style Transfer based Coronary Artery Segmentation in X-ray Angiogram

Supriti Mulay, Keerthi Ram, Balamurali Murugesan, Mohanasankar Sivaprakasam

Comments Accepted in ICCV Workshop on Computer Vision for Automated Medical Diagnosis 2021

Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition

James Hong, Matthew Fisher, Michaël Gharbi, Kayvon Fatahalian

Comments ICCV 2021 (poster)

Sparse to Dense Motion Transfer for Face Image Animation

Ruiqi Zhao, Tianyi Wu, Guodong Guo

Comments Accepted by ICCV 2021 Advances in Image Manipulation Workshop

Learning to Discover Reflection Symmetry via Polar Matching Convolution

Ahyun Seo, Woohyeon Shim, Minsu Cho

Comments Accepted to ICCV 2021

The Functional Correspondence Problem

Zihang Lai, Senthil Purushwalkam, Abhinav Gupta

Comments Accepted to ICCV 2021

SLIDE: Single Image 3D Photography with Soft Layering and Depth-aware Inpainting

Varun Jampani, Huiwen Chang, Kyle Sargent, Abhishek Kar, Richard Tucker, Michael Krainin, Dominik Kaeser, William T. Freeman, David Salesin, Brian Curless, Ce Liu

Comments ICCV 2021 (Oral); Project page: https://varunjampani.github.io/slide ; Video: https://www.youtube.com/watch?v=RQio7q-ueY8

4D-Net for Learned Multi-Modal Alignment

AJ Piergiovanni, Vincent Casser, Michael S. Ryoo, Anelia Angelova

Comments ICCV 2021

Adversarial Robustness for Unsupervised Domain Adaptation

Muhammad Awais, Fengwei Zhou, Hang Xu, Lanqing Hong, Ping Luo, Sung-Ho Bae, Zhenguo Li

Comments Accepted by ICCV 2021

Generative Models for Multi-Illumination Color Constancy

Partha Das, Yang Liu, Sezer Karaoglu, Theo Gevers

Comments Accepted in International Conference on Computer Vision Workshop (ICCVW) 2021

Factorizing Perception and Policy for Interactive Instruction Following

Kunal Pratap Singh, Suvaansh Bhambri, Byeonghwi Kim, Roozbeh Mottaghi, Jonghyun Choi

Comments ICCV 2021

SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos

Nada Osman, Guglielmo Camporese, Pasquale Coscia, Lamberto Ballan

Comments Accepted to EPIC@ICCV 2021

On the Limits of Pseudo Ground Truth in Visual Camera Re-localisation

Eric Brachmann, Martin Humenberger, Carsten Rother, Torsten Sattler

Comments ICCV 2021

Segmenter: Transformer for Semantic Segmentation

Robin Strudel, Ricardo Garcia, Ivan Laptev, Cordelia Schmid

Comments ICCV 2021. Code available at https://github.com/rstrudel/segmenter

Manifold Alignment for Semantically Aligned Style Transfer

Jing Huo, Shiyin Jin, Wenbin Li, Jing Wu, Yu-Kun Lai, Yinghuan Shi, Yang Gao

Comments 9 pages

Journal ref ICCV 2021

Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction

Jeremy Reizenstein, Roman Shapovalov, Philipp Henzler, Luca Sbordone, Patrick Labatut, David Novotny

Journal ref International Conference on Computer Vision, 2021

Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds

Siyuan Huang, Yichen Xie, Song-Chun Zhu, Yixin Zhu

Comments ICCV 2021

DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension

Roman Shapovalov, David Novotny, Benjamin Graham, Patrick Labatut, Andrea Vedaldi

Comments Accepted for ICCV 2021

Explaining in Style: Training a GAN to explain a classifier in StyleSpace

Oran Lang, Yossi Gandelsman, Michal Yarom, Yoav Wald, Gal Elidan, Avinatan Hassidim, William T. Freeman, Phillip Isola, Amir Globerson, Michal Irani, Inbar Mosseri

Comments Accepted to ICCV 2021. Project page: https://explaining-in-style.github.io/, Code: https://github.com/google/explaining-in-style

Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering

Corentin Dancette, Remi Cadene, Damien Teney, Matthieu Cord

Comments Accepted at ICCV 2021. Code is available at https://github.com/cdancette/detect-shortcuts

TransPose: Keypoint Localization via Transformer

Sen Yang, Zhibin Quan, Mu Nie, Wankou Yang

Comments Accepted by ICCV 2021

Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings

Mazda Moayeri, Soheil Feizi

Comments Accepted to ICCV 2021

SemIE: Semantically-aware Image Extrapolation

Bholeshwar Khurana, Soumya Ranjan Dash, Abhishek Bhatia, Aniruddha Mahapatra, Hrituraj Singh, Kuldeep Kulkarni

Comments To appear in International Conference on Computer Vision (ICCV) 2021. Project URL: https://semie-iccv.github.io

A Weakly Supervised Amodal Segmenter with Boundary Uncertainty Estimation

Khoi Nguyen, Sinisa Todorovic

Comments Accepted to ICCV 2021

Curious Representation Learning for Embodied Intelligence

Yilun Du, Chuang Gan, Phillip Isola

Comments To apear at ICCV 2021. Code is available at https://yilundu.github.io/crl

Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification

Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler

Comments Accepted at the 2nd Visual Inductive Priors for Data-Efficient Deep Learning Workshop (ICCV 2021)

Embedding Novel Views in a Single JPEG Image

Yue Wu, Guotao Meng, Qifeng Chen

Comments published in ICCV 2021; Supplementary material will be added later

BioFors: A Large Biomedical Image Forensics Dataset

Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan

Comments To appear at ICCV 2021

3DStyleNet: Creating 3D Shapes with Geometric and Texture Style Variations

Kangxue Yin, Jun Gao, Maria Shugrina, Sameh Khamis, Sanja Fidler

Comments Accepted to ICCV 2021. Supplementary material can be found on the project page: https://nv-tlabs.github.io/3DStyleNet/