ICCV - arXivDaily 期刊&会议

2108.09301 2021-08-23 cs.CV

Discriminative Region-based Multi-Label Zero-Shot Learning

Sanath Narayan, Akshita Gupta, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Mubarak Shah

Comments Accepted to ICCV 2021. Source code is available at https://github.com/akshitac8/BiAM

2108.09274 2021-08-23 cs.CV

MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction

Patrick Dendorfer, Sven Elflein, Laura Leal-Taixé

Comments Accepted at ICCV 2021; Code available: https://github.com/selflein/MG-GAN

2108.09108 2021-08-23 cs.CV

Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions

Hyeongseok Son, Junyong Lee, Sunghyun Cho, Seungyong Lee

Comments Accepted to ICCV 2021

2108.09105 2021-08-23 cs.CV cs.AI cs.CL cs.HC cs.LG

Airbert: In-domain Pretraining for Vision-and-Language Navigation

Pierre-Louis Guhur, Makarand Tapaswi, Shizhe Chen, Ivan Laptev, Cordelia Schmid

Comments To be published on ICCV 2021. Webpage is at https://airbert-vln.github.io/ linking to our dataset, codes and models

2108.09039 2021-08-23 cs.CV

Video-based Person Re-identification with Spatial and Temporal Memory Networks

Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham

Comments International Conference on Computer Vision (ICCV) 2021

2108.09038 2021-08-23 cs.CV cs.LG

Is it Time to Replace CNNs with Transformers for Medical Images?

Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith

Comments Originally published at the ICCV 2021 Workshop on Computer Vision for Automated Medical Diagnosis (CVAMD)

2108.09034 2021-08-23 cs.CV cs.CR cs.LG eess.IV

AdvDrop: Adversarial Attack to DNNs by Dropping Information

Ranjie Duan, Yuefeng Chen, Dantong Niu, Yun Yang, A. K. Qin, Yuan He

Comments Accepted to ICCV 2021

2108.09025 2021-08-23 cs.CV

Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation

Yuanyi Zhong, Bodi Yuan, Hong Wu, Zhiqiang Yuan, Jian Peng, Yu-Xiong Wang

Comments To appear in ICCV 2021

2108.09017 2021-08-23 cs.CV

DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection

Limeng Qiao, Yuxuan Zhao, Zhiyuan Li, Xi Qiu, Jianan Wu, Chi Zhang

Comments Accepted by ICCV 2021

2108.08998 2021-08-23 cs.CV

GAN Inversion for Out-of-Range Images with Geometric Transformations

Kyoungkook Kang, Seongtae Kim, Sunghyun Cho

Comments Accepted to ICCV 2021. For supplementary material, see https://kkang831.github.io/publication/ICCV_2021_BDInvert/

2108.08943 2021-08-23 cs.CV

PatchMatch-RL: Deep MVS with Pixelwise Depth, Normal, and Visibility

Jae Yong Lee, Joseph DeGol, Chuhang Zou, Derek Hoiem

Comments Accepted to ICCV 2021 for oral presentation

2108.07520 2021-08-23 cs.CV

Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer

Haoyu Chen, Hao Tang, Henglin Shi, Wei Peng, Nicu Sebe, Guoying Zhao

Comments ICCV 2021

2107.03315 2021-08-23 cs.LG cs.CV stat.ML

Predicting with Confidence on Unseen Distributions

Devin Guillory, Vaishaal Shankar, Sayna Ebrahimi, Trevor Darrell, Ludwig Schmidt

Comments ICCV Camera ready; new scatter plots in supplementary material

2107.03172 2021-08-23 cs.CV cs.HC cs.RO

Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World

Jiaming Zhang, Kailun Yang, Angela Constantinescu, Kunyu Peng, Karin Müller, Rainer Stiefelhagen

Comments Accepted to ICCV 2021 ACVR Workshop. Code will be made publicly available at https://github.com/jamycheung/Trans4Trans

2105.01695 2021-08-23 cs.CV

Effectively Leveraging Attributes for Visual Similarity

Samarth Mishra, Zhongping Zhang, Yuan Shen, Ranjitha Kumar, Venkatesh Saligrama, Bryan Plummer

Comments Accepted to ICCV 2021

2104.09952 2021-08-23 cs.CV

MGSampler: An Explainable Sampling Strategy for Video Action Recognition

Yuan Zhi, Zhan Tong, Limin Wang, Gangshan Wu

Comments ICCV 2021 camera ready version

2104.00616 2021-08-23 cs.CV

Composable Augmentation Encoding for Video Representation Learning

Chen Sun, Arsha Nagrani, Yonglong Tian, Cordelia Schmid

Comments ICCV 2021 camera ready

2103.15365 2021-08-23 cs.CV

Visual Distant Supervision for Scene Graph Generation

Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun

Comments Accepted by ICCV 2021

2103.14644 2021-08-23 cs.CV

Planar Surface Reconstruction from Sparse Views

Linyi Jin, Shengyi Qian, Andrew Owens, David F. Fouhey

Comments Accepted to ICCV 2021 (Oral Presentation)

2101.12085 2021-08-23 cs.CV math.OC

Fusion Moves for Graph Matching

Lisa Hutschenreiter, Stefan Haller, Lorenz Feineis, Carsten Rother, Dagmar Kainmüller, Bogdan Savchynskyy

Comments 180 pages (including appendix), accepted in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) 2021

2101.02672 2021-08-23 cs.CV cs.AI cs.LG

SA-Det3D: Self-Attention Based Context-Aware 3D Object Detection

Prarthana Bhattacharyya, Chengjie Huang, Krzysztof Czarnecki

Comments ICCV-2021 Av-Vision Workshop

2012.11717 2021-08-23 cs.LG cs.AI cs.CV cs.RO

Social NCE: Contrastive Learning of Socially-aware Motion Representations

Yuejiang Liu, Qi Yan, Alexandre Alahi

Comments ICCV 2021

2011.15045 2021-08-23 eess.IV cs.CV cs.LG stat.ML

Unsupervised Deep Video Denoising

Dev Yashpal Sheth, Sreyas Mohan, Joshua L. Vincent, Ramon Manzorro, Peter A. Crozier, Mitesh M. Khapra, Eero P. Simoncelli, Carlos Fernandez-Granda

Comments Dev and Sreyas contributed equally. To appear at 2021 IEEE/CVF International Conference on Computer Vision (ICCV). See https://sreyas-mohan.github.io/udvd/ for code and more results

2006.06500 2021-08-23 cs.CV cs.LG

Rethinking the Truly Unsupervised Image-to-Image Translation

Kyungjune Baek, Yunjey Choi, Youngjung Uh, Jaejun Yoo, Hyunjung Shim

Comments Accepted to ICCV 2021

2108.07189 2021-08-21 cs.CV

Masked Face Recognition Challenge: The WebFace260M Track Report

Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang, Xinze Chen, Jiagang Zhu, Tian Yang, Jia Guo, Jiwen Lu, Dalong Du, Jie Zhou

Comments The WebFace260M Track of ICCV-21 MFR Challenge is still open in https://www.face-benchmark.org/challenge.html. arXiv admin note: text overlap with arXiv:2103.04098

2108.05894 2021-08-21 cs.CV cs.LG

MicroNet: Improving Image Recognition with Extremely Low FLOPs

Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos

Comments ICCV 2021, code is available at https://github.com/liyunsheng13/micronet}{https://github.com/liyunsheng13/micronet. arXiv admin note: substantial text overlap with arXiv:2011.12289

2108.03489 2021-08-21 cs.CV cs.LG

Impact of Aliasing on Generalization in Deep Convolutional Networks

Cristina Vasconcelos, Hugo Larochelle, Vincent Dumoulin, Rob Romijnders, Nicolas Le Roux, Ross Goroshin

Comments Accepted to ICCV 2021. arXiv admin note: text overlap with arXiv:2011.10675

2108.08844 2021-08-20 cs.CV

Gravity-Aware Monocular 3D Human-Object Reconstruction

Rishabh Dabral, Soshi Shimada, Arjun Jain, Christian Theobalt, Vladislav Golyanik

Comments 12 pages, six figures, five tables; project webpage: http://4dqv.mpi-inf.mpg.de/GraviCap/

Journal ref International Conference on Computer Vision (ICCV) 2021

2108.08841 2021-08-20 cs.CV

Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs

Helisa Dhamo, Fabian Manhardt, Nassir Navab, Federico Tombari

Comments accepted to ICCV 2021

2108.08839 2021-08-20 cs.CV cs.AI cs.LG

PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

Xumin Yu, Yongming Rao, Ziyi Wang, Zuyan Liu, Jiwen Lu, Jie Zhou

Comments Accepted to ICCV 2021 (Oral Presentation)