CVPR

Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar

Nicolas Scheiner, Florian Kraus, Fangyin Wei, Buu Phan, Fahim Mannan, Nils Appenrodt, Werner Ritter, Jürgen Dickmann, Klaus Dietmayer, Bernhard Sick, Felix Heide

Comments First three authors contributed equally; Accepted at CVPR 2020

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, pp. 2068-2077

Learning to Segment 3D Point Clouds in 2D Image Space

Yecheng Lyu, Xinming Huang, Ziming Zhang

Comments Accepted to CVPR 2020 as oral

Referring Image Segmentation via Cross-Modal Progressive Comprehension

Shaofei Huang, Tianrui Hui, Si Liu, Guanbin Li, Yunchao Wei, Jizhong Han, Luoqi Liu, Bo Li

Comments Accepted by CVPR 2020. Code is available at https://github.com/spyflying/CMPC-Refseg

Single Image Reflection Removal with Physically-Based Training Images

Soomin Kim, Yuchi Huo, Sung-Eui Yoon

Comments Accepted to CVPR 2020, project page: https://sgvr.kaist.ac.kr/~smkim/Reflection_removal_rendering

Bridging the Gap Between Computational Photography and Visual Recognition

Rosaura G. VidalMata, Sreya Banerjee, Brandon RichardWebster, Michael Albright, Pedro Davalos, Scott McCloskey, Ben Miller, Asong Tambo, Sushobhan Ghosh, Sudarshan Nagesh, Ye Yuan, Yueyu Hu, Junru Wu, Wenhan Yang, Xiaoshuai Zhang, Jiaying Liu, Zhangyang Wang, Hwann-Tzong Chen, Tzu-Wei Huang, Wen-Chi Chin, Yi-Chun Li, Mahmoud Lababidi, Charles Otto, Walter J. Scheirer

Comments CVPR Prize Challenge: http://www.ug2challenge.org

BAMSProd: A Step towards Generalizing the Adaptive Optimization Methods to Deep Binary Model

Junjie Liu, Dongchao Wen, Deyu Wang, Wei Tao, Tse-Wei Chen, Kinya Osa, Masami Kato

Comments 10 pages, 4 figures, 2 tables

Journal ref 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Content-based Propagation of User Markings for Interactive Segmentation of Patterned Images

Vedrana Andersen Dahl, Monica Jane Emerson, Camilla Himmelstrup Trinderup, Anders Bjorholm Dahl

Comments 9 pages, 7 figures, PDFLaTeX

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, June 2020

NITS-VC System for VATEX Video Captioning Challenge 2020

Alok Singh, Thoudam Doren Singh, Sivaji Bandyopadhyay

Comments Workshop on Language & Vision with applications to Video Understanding (LVVU 2020) - In conjunction with CVPR 2020

Syn2Real Transfer Learning for Image Deraining using Gaussian Processes

Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel

Comments Accepted at CVPR 2020

Zero-Shot Learning -- The Good, the Bad and the Ugly

Yongqin Xian, Bernt Schiele, Zeynep Akata

Comments Accepted as a full paper in IEEE Computer Vision and Pattern Recognition (CVPR) 2017. We introduce Proposed Split Version 2.0 (Please download it from the project page)

FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping

Lingzhi Li, Jianmin Bao, Hao Yang, Dong Chen, Fang Wen

Comments Accepted to CVPR 2020 (Oral), generated dataset and project webpage: lingzhili.com/FaceShifterPage/

RefineDetLite: A Lightweight One-stage Object Detection Framework for CPU-only Devices

Chen Chen, Mengyuan Liu, Xiandong Meng, Wanpeng Xiao, Qi Ju

Comments 16 pages, 8 figures

Journal ref 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification

Naoto Usuyama, Natalia Larios Delgado, Amanda K. Hall, Jessica Lundin

Comments CVPR 2020 VL3. Project Page: https://github.com/usuyama/ePillID-benchmark

GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction

Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou

Comments CVPR 2019 camera ready; Check project page: https://github.com/barisgecer/ganfit for full resolution results and more

Journal ref IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, 2019, pp. 1155-1164

Isospectralization, or how to hear shape, style, and correspondence

Luca Cosmo, Mikhail Panine, Arianna Rampini, Maks Ovsjanikov, Michael M. Bronstein, Emanuele Rodolà

Comments Accepted to CVPR 2019

Improving Confidence Estimates for Unfamiliar Examples

Zhizhong Li, Derek Hoiem

Comments Published in CVPR 2020 (oral). ERRATA: (1) a previous version (v3) included erroneous results for $T$-scaling, where novel samples are mistakenly included in the validation set for calibration. Please disregard those results. (2) Previous versions (v4, v5) incorrectly stated that Adam was used. In fact, we used SGD

Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings

Paul Bergmann, Michael Fauser, David Sattlegger, Carsten Steger

Comments Accepted to CVPR 2020

Towards Partial Supervision for Generic Object Counting in Natural Scenes

Hisham Cholakkal, Guolei Sun, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020. First two authors contributed equally. Corresponding author: Guolei Sun. This work is a journal extension of our CVPR 2019 paper arXiv:1903.02494

SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings

Wenyu Han, Siyuan Xiang, Chenhui Liu, Ruoyu Wang, Chen Feng

Comments This paper has been accepted in CVPR'20. The first two authors contributed equally. Chen Feng is the corresponding author

UNAS: Differentiable Architecture Search Meets Reinforcement Learning

Arash Vahdat, Arun Mallya, Ming-Yu Liu, Jan Kautz

Comments Accepted to CVPR 2020 (Oral)

A Prospective Study on Sequence-Driven Temporal Sampling and Ego-Motion Compensation for Action Recognition in the EPIC-Kitchens Dataset

Alejandro López-Cifuentes, Marcos Escudero-Viñolo, Jesús Bescós

Comments Paper accepted at CVPR 2020 EPIC Kitchens Workshop

Complementary Boundary Generator with Scale-Invariant Relation Modeling for Temporal Action Localization: Submission to ActivityNet Challenge 2020

Haisheng Su, Jinyuan Feng, Hao Shao, Zhenyu Jiang, Manyuan Zhang, Wei Wu, Yu Liu, Hongsheng Li, Junjie Yan

Comments Submitted to CVPR workshop of ActivityNet Challenge 2020

DiverseNet: When One Right Answer is not Enough

Michael Firman, Neill D. F. Campbell, Lourdes Agapito, Gabriel J. Brostow

Comments Presented at CVPR 2018

Cross-Domain Few-Shot Learning with Meta Fine-Tuning

John Cai, Sheng Mei Shen

Comments CVPR 2020 Workshop on Visual Learning with Limited Labels (VL3)

Benchmarking the Robustness of Semantic Segmentation Models

Christoph Kamann, Carsten Rother

Comments CVPR 2020 camera ready

End-to-End Learning of Visual Representations from Uncurated Instructional Videos

Antoine Miech, Jean-Baptiste Alayrac, Lucas Smaira, Ivan Laptev, Josef Sivic, Andrew Zisserman

Comments CVPR'2020 Oral

Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval

Sounak Dey, Pau Riba, Anjan Dutta, Josep Llados, Yi-Zhe Song

Comments Oral paper in CVPR 2019

Journal ref 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation

Hanchao Yu, Shanhui Sun, Haichao Yu, Xiao Chen, Honghui Shi, Thomas Huang, Terrence Chen

Comments Accepted by CVPR 2020

Defending Against Universal Attacks Through Selective Feature Regeneration

Tejas Borkar, Felix Heide, Lina Karam

Comments CVPR 2020. Code: https://github.com/tsborkar/Selective-feature-regeneration Webpage: https://www.cs.princeton.edu/~fheide/SelectiveFeatureRegeneration/

Journal ref CVPR 2020

Can weight sharing outperform random architecture search? An investigation with TuNAS

Gabriel Bender, Hanxiao Liu, Bo Chen, Grace Chu, Shuyang Cheng, Pieter-Jan Kindermans, Quoc Le

Comments Published at CVPR 2020

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, pp. 14323-14332