ICCV

Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks

Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao

Comments Accepted to ICCV 2021

Deep Structured Instance Graph for Distilling Object Detectors

Yixin Chen, Pengguang Chen, Shu Liu, Liwei Wang, Jiaya Jia

Comments ICCV 2021

TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval

Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu, Hailin Jin, Andrew Zisserman, Samuel Albanie, Yang Liu

Comments ICCV 2021

Mining Latent Classes for Few-shot Segmentation

Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao

Comments Accepted by ICCV 2021 (Oral)

Towards Better Explanations of Class Activation Mapping

Hyungsik Jung, Youngrock Oh

Comments Accepted to ICCV 2021

Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation

Rui Peng, Ronggang Wang, Yawen Lai, Luyang Tang, Yangang Cai

Comments ICCV 2021 Accepted

A New Journey from SDRTV to HDRTV

Xiangyu Chen, Zhengwen Zhang, Jimmy S. Ren, Lynhoo Tian, Yu Qiao, Chao Dong

Comments Accepted to ICCV

DenseTNT: Waymo Open Dataset Motion Prediction Challenge 1st Place Solution

Junru Gu, Qiao Sun, Hang Zhao

Comments This is a technical report. ICCV paper is at arXiv:2108.09640 and project page is at https://github.com/Tsinghua-MARS-Lab/DenseTNT

SIMstack: A Generative Shape and Instance Model for Unordered Object Stacks

Zoe Landgraf, Raluca Scona, Tristan Laidlow, Stephen James, Stefan Leutenegger, Andrew J. Davison

Journal ref ICCV 2021

Labels4Free: Unsupervised Segmentation using StyleGAN

Rameen Abdal, Peihao Zhu, Niloy Mitra, Peter Wonka

Comments "Project Page: https://rameenabdal.github.io/Labels4Free/"

Journal ref ICCV 2021

Visual Scene Graphs for Audio Source Separation

Moitreya Chatterjee, Jonathan Le Roux, Narendra Ahuja, Anoop Cherian

Comments Accepted at ICCV 2021

Tackling Inter-Class Similarity and Intra-Class Variance for Microscopic Image-based Classification

Aishwarya Venkataramanan, Martin Laviale, Cécile Figus, Philippe Usseglio-Polatera, Cédric Pradalier

Comments 13th International Conference on Computer Vision Systems (2021)

Long Short View Feature Decomposition via Contrastive Video Representation Learning

Nadine Behrmann, Mohsen Fayyaz, Juergen Gall, Mehdi Noroozi

Comments ICCV 2021 (Main Conference)

FCOS3D: Fully Convolutional One-Stage Monocular 3D Object Detection

Tai Wang, Xinge Zhu, Jiangmiao Pang, Dahua Lin

Comments Camera-ready version of 3DODI workshop at ICCV 2021; Technical report for the best vision-only method (1st place of the camera track) in the nuScenes 3D detection challenge of NeurIPS 2020

Is First Person Vision Challenging for Object Tracking?

Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni

Comments Extended Abstract accepted by the EPIC workshop at ICCV 2021. The full version of this paper is available at arXiv:2108.13665

Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images

Ashia Lewis, Evanjelin Mahmoodi, Yuyue Zhou, Megan Coffee, Elena Sizikova

Comments Accepted to International Conference on Computer Vision (ICCV) 2021 Computer Vision for Automated Medical Diagnosis (CVAMD) Workshop

Hierarchical Memory Matching Network for Video Object Segmentation

Hongje Seong, Seoung Wug Oh, Joon-Young Lee, Seongwon Lee, Suhyeon Lee, Euntai Kim

Comments Accepted to ICCV 2021

Rational Polynomial Camera Model Warping for Deep Learning Based Satellite Multi-View Stereo Matching

Jian Gao, Jin Liu, Shunping Ji

Comments IEEE/CVF International Conference on Computer Vision (ICCV) 2021

Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation

Luyu Yang, Yan Wang, Mingfei Gao, Abhinav Shrivastava, Kilian Q. Weinberger, Wei-Lun Chao, Ser-Nam Lim

Comments accepted to ICCV 2021

Anticipative Video Transformer

Rohit Girdhar, Kristen Grauman

Comments ICCV 2021. Ranked #1 in CVPR'21 EPIC-Kitchens-100 Action Anticipation challenge. Webpage/code/models: http://facebookresearch.github.io/AVT

Online Continual Learning with Natural Distribution Shifts: An Empirical Study with Visual Data

Zhipeng Cai, Ozan Sener, Vladlen Koltun

Comments Accepted to ICCV 2021

SAT: 2D Semantics Assisted Training for 3D Visual Grounding

Zhengyuan Yang, Songyang Zhang, Liwei Wang, Jiebo Luo

Comments ICCV 2021 Oral

On the Importance of Distractors for Few-Shot Classification

Rajshekhar Das, Yu-Xiong Wang, JoséM. F. Moura

Comments 17 pages, 5 figures, ICCV 2021

Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation

Gwangbin Bae, Ignas Budvytis, Roberto Cipolla

Comments ICCV 2021 (oral)

Augmenting Depth Estimation with Geospatial Context

Scott Workman, Hunter Blanton

Comments IEEE/CVF International Conference on Computer Vision (ICCV) 2021

Viewpoint Invariant Dense Matching for Visual Geolocalization

Gabriele Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo

Comments ICCV 2021

JEM++: Improved Techniques for Training JEM

Xiulong Yang, Shihao Ji

Comments Published as a conference paper at ICCV 2021

Deep Edge-Aware Interactive Colorization against Color-Bleeding Effects

Eungyeup Kim, Sanghyeon Lee, Jeonghoon Park, Somi Choi, Choonghyun Seo, Jaegul Choo

Comments Accepted to ICCV 2021 as oral presentation (3% acceptance rate)

Towards Discovery and Attribution of Open-world GAN Generated Images

Sharath Girish, Saksham Suri, Saketh Rambhatla, Abhinav Shrivastava

Comments ICCV 2021

From Culture to Clothing: Discovering the World Events Behind A Century of Fashion Images

Wei-Lin Hsiao, Kristen Grauman

Comments Accepted to ICCV 2021