CVPR

VIBE: Video Inference for Human Body Pose and Shape Estimation

Muhammed Kocabas, Nikos Athanasiou, Michael J. Black

Comments CVPR-2020 camera ready. Code is available at https://github.com/mkocabas/VIBE

Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation

Vinicius Ribeiro, Sandra Avila, Eduardo Valle

Comments Accepted to the ISIC Skin Image Analysis Workshop @ CVPR 2020

Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning

Thiago M. Paixão, Rodrigo F. Berriel, Maria C. S. Boeres, Alessando L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos

Comments Accepted to CVPR 2020. Main Paper (9 pages, 10 figures) and Supplementary Material (5 pages, 9 figures)

Exploring Self-attention for Image Recognition

Hengshuang Zhao, Jiaya Jia, Vladlen Koltun

Comments CVPR 2020, Code available at https://github.com/hszhao/SAN

Leveraging Photometric Consistency over Time for Sparsely Supervised Hand-Object Reconstruction

Yana Hasson, Bugra Tekin, Federica Bogo, Ivan Laptev, Marc Pollefeys, Cordelia Schmid

Comments CVPR 2020. See the project webpage at https://hassony2.github.io/handobjectconsist.html

Meta-Learning for Few-Shot Land Cover Classification

Marc Rußwurm, Sherrie Wang, Marco Körner, David Lobell

Comments accepted to the CVPR 2020 EarthVision Workshop

Multi-Scale Boosted Dehazing Network with Dense Feature Fusion

Hang Dong, Jinshan Pan, Lei Xiang, Zhe Hu, Xinyi Zhang, Fei Wang, Ming-Hsuan Yang

Comments Accepted by CVPR 2020. The code are available at https://github.com/BookerDeWitt/MSBDN-DFF

Inferring Temporal Compositions of Actions Using Probabilistic Automata

Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould

Comments Accepted in Workshop on Compositionality in Computer Vision at CVPR, 2020

A Disentangling Invertible Interpretation Network for Explaining Latent Representations

Patrick Esser, Robin Rombach, Björn Ommer

Comments CVPR 2020. Project Page at https://compvis.github.io/iin/

DeepFake Detection by Analyzing Convolutional Traces

Luca Guarnera, Oliver Giudice, Sebastiano Battiato

Journal ref IEEE Conference on Computer Vision and Pattern Recognition Workshops 2020

OccuSeg: Occupancy-aware 3D Instance Segmentation

Lei Han, Tian Zheng, Lan Xu, Lu Fang

Comments CVPR 2020, video this https URL https://youtu.be/co7y6LQ7Kqc

Disrupting Deepfakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems

Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff

Comments Accepted at CVPR 2020 Workshop on Adversarial Machine Learning in Computer Vision

Regularizing CNN Transfer Learning with Randomised Regression

Yang Zhong, Atsuto Maki

Comments Accepted to CVPR 2020

Unsupervised Real Image Super-Resolution via Generative Variational AutoEncoder

Zhi-Song Liu, Wan-Chi Siu, Li-Wen Wang, Chu-Tak Li, Marie-Paule Cani, Yui-Lam Chan

Comments 9 pages, 7 figures, CVPR2020 NTIRE2020 Real Image Super-Resolution Challenge

Journal ref 2020 IEEE conference on Computer Vision and Pattern Recognition Workshop

Adversarial Fooling Beyond "Flipping the Label"

Konda Reddy Mopuri, Vaisakh Shaj, R. Venkatesh Babu

Comments CVPR-AMLCV-2020

Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and Latency

Cheng-Ming Chiang, Yu Tseng, Yu-Syuan Xu, Hsien-Kai Kuo, Yi-Min Tsai, Guan-Yu Chen, Koan-Sin Tan, Wei-Ting Wang, Yu-Chieh Lin, Shou-Yao Roy Tseng, Wei-Shiang Lin, Chia-Lin Yu, BY Shen, Kloze Kao, Chia-Ming Cheng, Hung-Jen Chen

Comments CVPR 2020 Workshop on New Trends in Image Restoration and Enhancement (NTIRE)

Climate Adaptation: Reliably Predicting from Imbalanced Satellite Data

Ruchit Rawal, Prabhu Pradhan

Comments The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops: Agriculture-Vision 2020

The Plant Pathology 2020 challenge dataset to classify foliar disease of apples

Ranjita Thapa, Noah Snavely, Serge Belongie, Awais Khan

Comments 11 pages, 5 figures, Kaggle competition website: https://www.kaggle.com/c/plant-pathology-2020-fgvc7, CVPR fine-grained visual categorization website: https://sites.google.com/view/fgvc7/competitions

Hierarchical Image Classification using Entailment Cone Embeddings

Ankit Dhall, Anastasia Makarova, Octavian Ganea, Dario Pavllo, Michael Greeff, Andreas Krause

Comments Accepted in the CVPR 2020 Workshop on Differential Geometry in Computer Vision and Machine Learning

PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation

Yang Zhang, Zixiang Zhou, Philip David, Xiangyu Yue, Zerong Xi, Boqing Gong, Hassan Foroosh

Comments Accepted by CVPR 2020; Code at https://github.com/edwardzhou130/PolarSeg

Visual Commonsense R-CNN

Tan Wang, Jianqiang Huang, Hanwang Zhang, Qianru Sun

Comments Accepted by CVPR 2020

Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings

Amy Zhao, Guha Balakrishnan, Kathleen M. Lewis, Frédo Durand, John V. Guttag, Adrian V. Dalca

Comments 10 pages, CVPR 2020

HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map Forecasting

Geunseob Oh, Jean-Sebastien Valois

Comments CVPR 2020

StarGAN v2: Diverse Image Synthesis for Multiple Domains

Yunjey Choi, Youngjung Uh, Jaejun Yoo, Jung-Woo Ha

Comments Accepted to CVPR 2020

Structure Preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks

Puneesh Deora, Bhavya Vasudeva, Saumik Bhattacharya, Pyari Mohan Pradhan

Comments Accepted in IEEE CVPR Workshop on NTIRE 2020

A Real-Time Cross-modality Correlation Filtering Method for Referring Expression Comprehension

Yue Liao, Si Liu, Guanbin Li, Fei Wang, Yanjie Chen, Chen Qian, Bo Li

Comments Accepted by CVPR 2020

Learning to Generate Synthetic 3D Training Data through Hybrid Gradient

Dawei Yang, Jia Deng

Comments Accepted to CVPR 2020

Offline Signature Verification on Real-World Documents

Deniz Engin, Alperen Kantarcı, Seçil Arslan, Hazım Kemal Ekenel

Comments CVPR 2020 Biometrics Workshop

A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image

Yuyu Guo, Lei Bi, Euijoon Ahn, Dagan Feng, Qian Wang, Jinman Kim

Comments 10 pages, 8 figures, Conference on Computer Vision and Pattern Recognition (CVPR) 2020

Neural Network Pruning with Residual-Connections and Limited-Data

Jian-Hao Luo, Jianxin Wu

Comments CVPR 2020 Oral