ICCV - arXivDaily 期刊&会议

2110.04994 2021-10-12 cs.CV cs.AI cs.GR cs.RO

Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans

Ainaz Eftekhar, Alexander Sax, Roman Bachmann, Jitendra Malik, Amir Zamir

Comments ICCV 2021: See project website https://omnidata.vision

2109.15317 2021-10-12 cs.CV cs.AI cs.LG

Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation

Jay Patravali, Gaurav Mittal, Ye Yu, Fuxin Li, Mei Chen

Comments ICCV 2021 (Oral)

2108.12102 2021-10-12 cs.CV

FOVEA: Foveated Image Magnification for Autonomous Navigation

Chittesh Thavamani, Mengtian Li, Nicolas Cebron, Deva Ramanan

Comments ICCV 2021. Code can be found on the project page at https://www.cs.cmu.edu/~mengtial/proj/fovea/

2108.05137 2021-10-12 cs.CV

Zero-Shot Day-Night Domain Adaptation with a Physics Prior

Attila Lengyel, Sourav Garg, Michael Milford, Jan C. van Gemert

Comments ICCV 2021 Oral presentation. Code, datasets and supplementary material: https://github.com/Attila94/CIConv

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 4399-4409

2107.11264 2021-10-12 cs.CV

Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation

Sanghun Jung, Jungsoo Lee, Daehoon Gwak, Sungha Choi, Jaegul Choo

Comments Accepted to ICCV 2021 (Oral Presentation)

2105.02961 2021-10-12 cs.CV cs.LG

UVStyle-Net: Unsupervised Few-shot Learning of 3D Style Similarity Measure for B-Reps

Peter Meltzer, Hooman Shayani, Amir Khasahmadi, Pradeep Kumar Jayaraman, Aditya Sanghi, Joseph Lambourne

Comments ICCV 2021 main track 13 pages, 20 figures, 5 tables

2103.06535 2021-10-12 cs.CV

Calibrated and Partially Calibrated Semi-Generalized Homographies

Snehal Bhayani, Torsten Sattler, Daniel Barath, Patrik Beliansky, Janne Heikkila, Zuzana Kukelova

Comments Accepted to ICCV 2021 and to appear in the conference proceedings

2012.06475 2021-10-12 cs.CV

EventHands: Real-Time Neural 3D Hand Pose Estimation from an Event Stream

Viktor Rudnev, Vladislav Golyanik, Jiayi Wang, Hans-Peter Seidel, Franziska Mueller, Mohamed Elgharib, Christian Theobalt

Comments 16 pages, 10 figures, 1 table; project page: https://4dqv.mpi-inf.mpg.de/EventHands/

Journal ref International Conference on Computer Vision (ICCV) 2021

2110.04955 2021-10-12 cs.CV cs.GR

BuildingNet: Learning to Label 3D Buildings

Pratheba Selvaraju, Mohamed Nabail, Marios Loizou, Maria Maslioukova, Melinos Averkiou, Andreas Andreou, Siddhartha Chaudhuri, Evangelos Kalogerakis

Comments Accepted to ICCV 2021 (oral)

2110.04917 2021-10-12 cs.CV

Morphable Detector for Object Detection on Demand

Xiangyun Zhao, Xu Zou, Ying Wu

Comments ICCV 2021

2110.04800 2021-10-12 cs.CV cs.LG eess.IV

Self-Supervised 3D Face Reconstruction via Conditional Estimation

Yandong Wen, Weiyang Liu, Bhiksha Raj, Rita Singh

Comments ICCV 2021 (15 pages)

2110.04690 2021-10-12 cs.CV

Beyond Road Extraction: A Dataset for Map Update using Aerial Images

Favyen Bastani, Sam Madden

Comments ICCV 2021

2110.04431 2021-10-12 cs.CV cs.GR

SOMA: Solving Optical Marker-Based MoCap Automatically

Nima Ghorbani, Michael J. Black

Comments ICCV 2021

2110.01770 2021-10-12 cs.CV cs.AI

Procedure Planning in Instructional Videos via Contextual Modeling and Model-based Policy Learning

Jing Bi, Jiebo Luo, Chenliang Xu

Comments ICCV 2021 Oral

2109.02235 2021-10-12 cs.LG

Gradient Normalization for Generative Adversarial Networks

Yi-Lun Wu, Hong-Han Shuai, Zhi-Rui Tam, Hong-Yu Chiu

Comments Published as a conference paper at ICCV 2021

2104.01769 2021-10-12 cs.LG cs.CV

Procrustean Training for Imbalanced Deep Learning

Han-Jia Ye, De-Chuan Zhan, Wei-Lun Chao

Comments Accepted to ICCV 2021

2012.11460 2021-10-12 cs.CV cs.LG

SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation

Viraj Prabhu, Shivam Khare, Deeksha Kartik, Judy Hoffman

Comments Published at ICCV 2021. Code available at https://github.com/virajprabhu/SENTRY

2010.08666 2021-10-12 cs.CV cs.LG

Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings

Viraj Prabhu, Arjun Chandrasekaran, Kate Saenko, Judy Hoffman

Comments Published at ICCV 2021. Our code is available at https://github.com/virajprabhu/CLUE

2006.08601 2021-10-12 cs.LG cs.AI

Explaining Local, Global, And Higher-Order Interactions In Deep Learning

Samuel Lerman, Chenliang Xu, Charles Venuto, Henry Kautz

Comments Presented at ICCV, 2021

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 1224-1233

2002.07362 2021-10-12 cs.CV

MILA: Multi-Task Learning from Videos via Efficient Inter-Frame Attention

Donghyun Kim, Tian Lan, Chuhang Zou, Ning Xu, Bryan A. Plummer, Stan Sclaroff, Jayan Eledath, Gerard Medioni

Comments Accepted in ICCV 2021 MTL Workshop

2110.04294 2021-10-11 cs.CV

2nd Place Solution to Google Landmark Retrieval 2021

Zhang Yuqi, Xu Xianzhe, Chen Weihua, Wang Yaohua, Zhang Fangyi, Wang Fan, Li Hao

Comments Kaggle Competition, ICCV workshop

2110.04292 2021-10-11 cs.CV cs.AI

Toward a Visual Concept Vocabulary for GAN Latent Space

Sarah Schwettmann, Evan Hernandez, David Bau, Samuel Klein, Jacob Andreas, Antonio Torralba

Comments 15 pages, 13 figures. Accepted to ICCV 2021. Project page: https://visualvocab.csail.mit.edu

2110.04281 2021-10-11 cs.CV cs.LG

Collaging Class-specific GANs for Semantic Image Synthesis

Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh

Comments ICCV 2021

2110.03900 2021-10-11 cs.CV cs.GR

Neural Strokes: Stylized Line Drawing of 3D Shapes

Difan Liu, Matthew Fisher, Aaron Hertzmann, Evangelos Kalogerakis

Comments Accepted to ICCV 2021

2108.05779 2021-10-11 cs.CV

DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities

Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Kilian Rambach, William Beluch, Xiahan Shi, Volker Fischer

Comments Accepted for publication at IEEE International Conference on Computer Vision (ICCV) 2021; updated affiliations & corrected typo

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 10655-10664

2108.01614 2021-10-11 cs.CV

Generalized Source-free Domain Adaptation

Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui

Comments Accepted by ICCV 2021; Update the acknowledgement section

2105.09437 2021-10-11 cs.CV

End-to-End Unsupervised Document Image Blind Denoising

Mehrdad J Gangeh, Marcin Plata, Hamid Motahari, Nigel P Duffy

Comments 10 pages main & 10 pages supplementary, the paper is accepted at ICCV 2021

2104.10078 2021-10-11 cs.CV

UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction

Michael Oechsle, Songyou Peng, Andreas Geiger

Comments ICCV 2021 oral

2104.03841 2021-10-11 cs.CV

ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition

Daniela Massiceti, Luisa Zintgraf, John Bronskill, Lida Theodorou, Matthew Tobias Harris, Edward Cutrell, Cecily Morrison, Katja Hofmann, Simone Stumpf

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

2103.14586 2021-10-11 cs.CV cs.AI cs.LG

Understanding Robustness of Transformers for Image Classification

Srinadh Bhojanapalli, Ayan Chakrabarti, Daniel Glasner, Daliang Li, Thomas Unterthiner, Andreas Veit

Comments Accepted for publication at ICCV 2021. Rewrote Section 5 and made other minor changes throughout