ICCV - arXivDaily 期刊&会议

2103.10211 2021-10-28 cs.CV

Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning

Mandela Patrick, Yuki M. Asano, Bernie Huang, Ishan Misra, Florian Metze, Joao Henriques, Andrea Vedaldi

Comments Accepted to ICCV 2021. Code at https://github.com/facebookresearch/GDT

2003.04298 2021-10-28 cs.CV

On Compositions of Transformations in Contrastive Self-Supervised Learning

Mandela Patrick, Yuki M. Asano, Polina Kuznetsova, Ruth Fong, João F. Henriques, Geoffrey Zweig, Andrea Vedaldi

Comments Accepted to ICCV 2021. Code and pretrained models are available at https://github.com/facebookresearch/GDT

2109.09406 2021-10-27 cs.CV cs.HC

EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow

Yuying Hao, Yi Liu, Zewu Wu, Lin Han, Yizhou Chen, Guowei Chen, Lutao Chu, Shiyu Tang, Zhiliang Yu, Zeyu Chen, Baohua Lai

Comments accepted by ICCV Workshop

2108.08728 2021-10-27 cs.CV cs.AI cs.LG

Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification

Yongming Rao, Guangyi Chen, Jiwen Lu, Jie Zhou

Comments Accepted to ICCV 2021

2104.04606 2021-10-27 cs.CV

RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes

Jiongchao Jin, Arezou Fatemi, Wallace Lira, Fenggen Yu, Biao Leng, Rui Ma, Ali Mahdavi-Amiri, Hao Zhang

Comments Presented in Second ICCV Workshop on Autonomous Vehicle Vision (AVVision), 2021. Website: https://raidar-dataset.com/

2110.13064 2021-10-26 cs.CV cs.AI

2nd Place Solution for SODA10M Challenge 2021 -- Continual Detection Track

Manoj Acharya, Christopher Kanan

Comments Published in SSLAD workshop at ICCV 2021

2108.08478 2021-10-26 cs.CV

Learning Anchored Unsigned Distance Functions with Gradient Direction Alignment for Single-view Garment Reconstruction

Fang Zhao, Wenhao Wang, Shengcai Liao, Ling Shao

Comments ICCV 2021 (Oral). Code is available at https://github.com/zhaofang0627/AnchorUDF

2109.10760 2021-10-25 cs.CV

FaceEraser: Removing Facial Parts for Augmented Reality

Miao Hua, Lijie Liu, Ziyang Cheng, Qian He, Bingchuan Li, Zili Yi

Comments 18 pages, 15 figures. ICCV 2021, Fifth Workshop on Computer Vision for AR/VR

2110.11417 2021-10-25 cs.CV cs.AI

HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training with Crafted Input Noise

Souvik Kundu, Massoud Pedram, Peter A. Beerel

Comments 10 pages, 11 figures, 7 tables, International Conference on Computer Vision

2109.06061 2021-10-22 cs.CV

Learning Indoor Inverse Rendering with 3D Spatially-Varying Lighting

Zian Wang, Jonah Philion, Sanja Fidler, Jan Kautz

Comments ICCV 2021 (Oral Presentation)

2108.03541 2021-10-22 cs.CV cs.AI cs.LG

OSCAR-Net: Object-centric Scene Graph Attention for Image Attribution

Eric Nguyen, Tu Bui, Vishy Swaminathan, John Collomosse

Comments Accepted at the International Conference on Computer Vision (ICCV), 2021. Project site: https://exnx.github.io/oscar/

2105.10620 2021-10-22 cs.CV

HPNet: Deep Primitive Segmentation Using Hybrid Representations

Siming Yan, Zhenpei Yang, Chongyang Ma, Haibin Huang, Etienne Vouga, Qixing Huang

Comments ICCV 2021

2104.08760 2021-10-22 cs.CV cs.AI cs.LG

Solving Inefficiency of Self-supervised Representation Learning

Guangrun Wang, Keze Wang, Guangcong Wang, Philip H. S. Torr, Liang Lin

Comments ICCV 2021 paper, oral presentation

2104.03437 2021-10-22 cs.CV

CAPTRA: CAtegory-level Pose Tracking for Rigid and Articulated Objects from Point Clouds

Yijia Weng, He Wang, Qiang Zhou, Yuzhe Qin, Yueqi Duan, Qingnan Fan, Baoquan Chen, Hao Su, Leonidas J. Guibas

Comments ICCV 2021 (Oral). Project page: https://yijiaweng.github.io/CAPTRA/

2103.16559 2021-10-20 cs.CV

Broaden Your Views for Self-Supervised Video Learning

Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac, Luyu Wang, Ross Hemsley, Florian Strub, Corentin Tallec, Mateusz Malinowski, Viorica Patraucean, Florent Altché, Michal Valko, Jean-Bastien Grill, Aäron van den Oord, Andrew Zisserman

Comments This paper is an extended version of our ICCV-21 paper. It includes more results as well as a minor architectural variation which improves results

2110.09768 2021-10-20 cs.CV

Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection

Marcella Astrid, Muhammad Zaigham Zaheer, Seung-Ik Lee

Comments Published at ICCV Workshops 2021. https://openaccess.thecvf.com/content/ICCV2021W/RSLCV/html/Astrid_Synthetic_Temporal_Anomaly_Guided_End-to-End_Video_Anomaly_Detection_ICCVW_2021_paper.html

2109.01137 2021-10-20 cs.CV cs.GR

The Power of Points for Modeling Humans in Clothing

Qianli Ma, Jinlong Yang, Siyu Tang, Michael J. Black

Comments In ICCV 2021. Project page: https://qianlim.github.io/POP

2104.07446 2021-10-20 cs.LG cs.CV

Rehearsal revealed: The limits and merits of revisiting samples in continual learning

Eli Verwimp, Matthias De Lange, Tinne Tuytelaars

Comments Preprint, code publicly available

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 9385-9394

2009.00919 2021-10-20 cs.CV cs.AI

Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams

Matthias De Lange, Tinne Tuytelaars

Comments 10 pages, code publicly available

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 8250-8259

2110.09195 2021-10-19 cs.CV

Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks

Yikai Wang, Yi Yang, Fuchun Sun, Anbang Yao

Comments ICCV 2021. Code and models: https://github.com/yikaiw/SNN

2110.08787 2021-10-19 cs.CV cs.LG eess.IV

PixelPyramids: Exact Inference Models from Lossless Image Pyramids

Shweta Mahajan, Stefan Roth

Comments To appear at ICCV 2021

2110.08610 2021-10-19 cs.HC cs.CV cs.LG cs.RO

MAAD: A Model and Dataset for "Attended Awareness" in Driving

Deepak Gopinath, Guy Rosman, Simon Stent, Katsuya Terahata, Luke Fletcher, Brenna Argall, John Leonard

Comments 25 pages, 13 figures, 14 tables, Accepted at EPIC@ICCV 2021 Workshop. Main paper + Supplementary Material

2110.03909 2021-10-19 cs.LG cs.CV

Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning

Sungyong Baik, Janghoon Choi, Heewon Kim, Dohee Cho, Jaesik Min, Kyoung Mu Lee

Comments ICCV 2021 (Oral). Code at https://github.com/baiksung/MeTAL

2104.11746 2021-10-19 cs.CV

VidTr: Video Transformer Without Convolutions

Yanyi Zhang, Xinyu Li, Chunhui Liu, Bing Shuai, Yi Zhu, Biagio Brattoli, Hao Chen, Ivan Marsic, Joseph Tighe

Comments ICCV 2021 Accepted

2104.10490 2021-10-19 cs.CV cs.RO

FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras

Anthony Hu, Zak Murez, Nikhil Mohan, Sofía Dudas, Jeffrey Hawke, Vijay Badrinarayanan, Roberto Cipolla, Alex Kendall

Comments ICCV 2021

2104.00742 2021-10-19 cs.LG cs.CV

Confidence Calibration for Domain Generalization under Covariate Shift

Yunye Gong, Xiao Lin, Yi Yao, Thomas G. Dietterich, Ajay Divakaran, Melinda Gervasio

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 8958-8967

1904.02422 2021-10-19 cs.CV

Resource Efficient 3D Convolutional Neural Networks

Okan Köpüklü, Neslihan Kose, Ahmet Gunduz, Gerhard Rigoll

Comments Accepted to ICCV 2019 workshop - Neural Architects

2110.08188 2021-10-18 cs.CV

Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation

Li Jiang, Shaoshuai Shi, Zhuotao Tian, Xin Lai, Shu Liu, Chi-Wing Fu, Jiaya Jia

Comments ICCV 2021

2110.07735 2021-10-18 cs.LG

Continual Learning on Noisy Data Streams via Self-Purified Replay

Chris Dongjoo Kim, Jinseo Jeong, Sangwoo Moon, Gunhee Kim

Comments Published at ICCV 2021 main conference

2104.12673 2021-10-18 cs.CV

Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data

Xuhui Jia, Kai Han, Yukun Zhu, Bradley Green

Comments ICCV 2021