CVPR - arXivDaily 期刊&会议

2012.02177 2021-07-23 cs.CV cs.LG

DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion

Arda Düzçeker, Silvano Galliani, Christoph Vogel, Pablo Speciale, Mihai Dusmanu, Marc Pollefeys

Comments CVPR 2021

2107.09504 2021-07-21 cs.CV

Multi-Modal Temporal Convolutional Network for Anticipating Actions in Egocentric Videos

Olga Zatsarynna, Yazan Abu Farha, Juergen Gall

Comments CVPR Precognition Workshop

2107.09106 2021-07-21 cs.CV cs.CL cs.LG

Separating Skills and Concepts for Novel Visual Question Answering

Spencer Whitehead, Hui Wu, Heng Ji, Rogerio Feris, Kate Saenko

Comments Paper at CVPR 2021. 14 pages, 7 figures

2107.07330 2021-07-21 cs.CV

DynaDog+T: A Parametric Animal Model for Synthetic Canine Image Generation

Jake Deane, Sinead Kearney, Kwang In Kim, Darren Cosker

Comments CV4Animals Workshop in CVPR 2021. Update to correct minor spelling and grammer mistakes in supplementary material

2107.08918 2021-07-20 cs.CV

Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning

Kai Zhu, Yang Cao, Wei Zhai, Jie Cheng, Zheng-Jun Zha

Comments Accepted by CVPR 2021

2104.13530 2021-07-20 cs.CV

Extreme Rotation Estimation using Dense Correlation Volumes

Ruojin Cai, Bharath Hariharan, Noah Snavely, Hadar Averbuch-Elor

Comments Published in CVPR 2021; Project page: https://ruojincai.github.io/ExtremeRotation/

2107.08246 2021-07-20 cs.CV cs.RO

Woodscape Fisheye Semantic Segmentation for Autonomous Driving -- CVPR 2021 OmniCV Workshop Challenge

Saravanabalagi Ramachandran, Ganesh Sistu, John McDonald, Senthil Yogamani

Comments Workshop on Omnidirectional Computer Vision (OmniCV) at Conference on Computer Vision and Pattern Recognition (CVPR) 2021. Presentation video is available at https://youtu.be/xa7Fl2mD4CA?t=12253

2004.10141 2021-07-20 cs.CV

TAEN: Temporal Aware Embedding Network for Few-Shot Action Recognition

Rami Ben-Ari, Mor Shpigel, Ophir Azulai, Udi Barzelay, Daniel Rotman

Journal ref Published in Learning from Limited and Imperfect Data (L2ID) Workshop - CVPR 2021

2104.00597 2021-07-19 cs.CV

One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking

Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling

Comments Accepted to CVPR 2021

2107.07067 2021-07-16 cs.CV

MeNToS: Tracklets Association with a Space-Time Memory Network

Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier

Comments Presented at the "Robust Video Scene Understanding: Tracking and Video Segmentation" workshop (CVPR-W 2021)

2104.14540 2021-07-15 cs.CV

The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth

Jamie Watson, Oisin Mac Aodha, Victor Prisacariu, Gabriel Brostow, Michael Firman

Comments CVPR 2021

2103.05630 2021-07-15 cs.CV cs.LG

ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis

Yinan He, Bei Gan, Siyu Chen, Yichun Zhou, Guojun Yin, Luchuan Song, Lu Sheng, Jing Shao, Ziwei Liu

Comments 17 pages, 11 figures, Accepted to CVPR 2021 (Oral), project webpage: https://yinanhe.github.io/projects/forgerynet.html

2012.00759 2021-07-14 cs.CV

MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers

Huiyu Wang, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

Comments CVPR 2021

1912.13200 2021-07-13 cs.CV

AdderNet: Do We Really Need Multiplications in Deep Learning?

Hanting Chen, Yunhe Wang, Chunjing Xu, Boxin Shi, Chao Xu, Qi Tian, Chang Xu

Comments New version in arXiv:2105.14202

Journal ref CVPR 2020

2106.08318 2021-07-13 cs.CV cs.DC cs.LG eess.IV

Gradient Forward-Propagation for Large-Scale Temporal Video Modelling

Mateusz Malinowski, Dimitrios Vytiniotis, Grzegorz Swirszcz, Viorica Patraucean, Joao Carreira

Comments Accepted to CVPR 2021. arXiv admin note: text overlap with arXiv:2001.06232

2012.06815 2021-07-13 cs.CV

Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation

Bin Yan, Xinyu Zhang, Dong Wang, Huchuan Lu, Xiaoyun Yang

Comments arXiv admin note: Accepted to CVPR 2021

2011.08464 2021-07-13 cs.CV cs.LG cs.RO

Exploring intermediate representation for monocular vehicle pose estimation

Shichao Li, Zengqiang Yan, Hongyang Li, Kwang-Ting Cheng

Comments CVPR 2021 with supplementary materials

1912.04573 2021-07-13 cs.CV

Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation

Gedas Bertasius, Lorenzo Torresani

Comments CVPR 2020 Best Paper Nominee

2107.03890 2021-07-09 cs.CV

Uncertainty-Aware Camera Pose Estimation from Points and Lines

Alexander Vakhitov, Luis Ferraz Colomina, Antonio Agudo, Francesc Moreno-Noguer

Comments CVPR 2021

1905.13298 2021-07-09 cs.LG cs.NE

DeepShift: Towards Multiplication-Less Neural Networks

Mostafa Elhoushi, Zihao Chen, Farhan Shafiq, Ye Henry Tian, Joey Yiwei Li

Comments -Added results for 8-bit and 16-bit fixed point activations, as well as 5-bit, 4-bit, 3-bit, and 2-bit weights. - Added link to GitHub code - Updated and fixed the training algorithm - Introduced 2 approaches for backward and forward pases - Showed better results for training from scratch on CIFAR10 and Imagenet - Added implementation on NVIDIA's GPU -Accepted in CVPR Mobile AI 2021 Workshop

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021

2106.11013 2021-07-08 cs.CV cs.CL

Interventional Video Grounding with Dual Contrastive Learning

Guoshun Nan, Rui Qiao, Yao Xiao, Jun Liu, Sicong Leng, Hao Zhang, Wei Lu

Comments Accepted in CVPR 2021

2104.02633 2021-07-08 cs.CV

Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation

Francesco Barbato, Marco Toldo, Umberto Michieli, Pietro Zanuttigh

Comments Accepted at CVPR-WAD 2021, 11 pages, 7 figures, 1 tables

2010.13118 2021-07-08 cs.CV cs.LG

Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model

Julian Lienen, Eyke Hüllermeier, Ralph Ewerth, Nils Nommensen

Comments 15 pages, 5 figures, 7 tables, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 14595-14604

2103.15538 2021-07-07 cs.CV

SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events

Li Xu, He Huang, Jun Liu

Comments Accepted by CVPR 2021

2012.04355 2021-07-07 cs.CV

3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection

He Wang, Yezhen Cong, Or Litany, Yue Gao, Leonidas J. Guibas

Comments CVPR 2021

2011.04305 2021-07-07 cs.CV

Learning the Best Pooling Strategy for Visual Semantic Embedding

Jiacheng Chen, Hexiang Hu, Hao Wu, Yuning Jiang, Changhu Wang

Comments CVPR 2021 camera-ready (oral). The new version fixes a few typos and updates citations

2107.01824 2021-07-06 cs.CV

Exploring Data Pipelines through the Process Lens: a Reference Model forComputer Vision

Agathe Balayn, Bogdan Kulynych, Seda Guerses

Comments Presented at the CVPR workshop 2021 Beyond Fair Computer Vision

2105.07830 2021-07-06 cs.CV cs.LG

Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation

Suman Saha, Anton Obukhov, Danda Pani Paudel, Menelaos Kanakis, Yuhua Chen, Stamatios Georgoulis, Luc Van Gool

Comments Accepted at CVPR 2021; updated results according to the released source code

2105.02467 2021-07-06 cs.CV

Body Meshes as Points

Jianfeng Zhang, Dongdong Yu, Jun Hao Liew, Xuecheng Nie, Jiashi Feng

Comments To appear at CVPR 2021

2103.04379 2021-07-06 cs.CV cs.LG

Repurposing GANs for One-shot Semantic Part Segmentation

Nontawat Tritrong, Pitchaporn Rewatbowornwong, Supasorn Suwajanakorn

Comments CVPR 2021 (Oral)