CVPR

Halluci-Net: Scene Completion by Exploiting Object Co-occurrence Relationships

Kuldeep Kulkarni, Tejas Gokhale, Rajhans Singh, Pavan Turaga, Aswin Sankaranarayanan

Comments Accepted to AI for Content Creation Workshop @CVPR 2021

Weakly-Supervised Physically Unconstrained Gaze Estimation

Rakshit Kothari, Shalini De Mello, Umar Iqbal, Wonmin Byeon, Seonwook Park, Jan Kautz

Comments CVPR 2021 (Oral)

An Empirical Study of Vehicle Re-Identification on the AI City Challenge

Hao Luo, Weihua Chen, Xianzhe Xu, Jianyang Gu, Yuqi Zhang, Chong Liu, Yiqi Jiang, Shuting He, Fan Wang, Hao Li

Comments CVPR 2021 AI CITY CHALLENGE City-Scale Multi-Camera Vehicle Re-Identification Top 1. arXiv admin note: text overlap with arXiv:2004.10547

Generalized Few-Shot Object Detection without Forgetting

Zhibo Fan, Yuchen Ma, Zeming Li, Jian Sun

Comments Accepted by CVPR 2021

Birds of a Feather: Capturing Avian Shape Models from Images

Yufu Wang, Nikos Kolotouros, Kostas Daniilidis, Marc Badger

Comments CVPR 2021. Project website: https://yufu-wang.github.io/aves/

Trained Trajectory based Automated Parking System using Visual SLAM on Surround View Cameras

Nivedita Tripathi, Senthil Yogamani

Comments Accepted for presentation at CVPR 2021 Workshop on Women in Computer Vision

High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network

Jie Liang, Hui Zeng, Lei Zhang

Comments To appear at CVPR 2021

PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency

Jie Liang, Hui Zeng, Miaomiao Cui, Xuansong Xie, Lei Zhang

Comments To appear at CVPR 2021

Generalizable Person Re-identification with Relevance-aware Mixture of Experts

Yongxing Dai, Xiaotong Li, Jun Liu, Zekun Tong, Ling-Yu Duan

Comments Accepted to CVPR 2021

Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation

Seungho Lee, Minhyun Lee, Jongwuk Lee, Hyunjung Shim

Comments CVPR 2021 accepted

Exemplar-Based Open-Set Panoptic Segmentation Network

Jaedong Hwang, Seoung Wug Oh, Joon-Young Lee, Bohyung Han

Comments CVPR 2021

Differentiable SLAM-net: Learning Particle SLAM for Visual Navigation

Peter Karkus, Shaojun Cai, David Hsu

Comments CVPR 2021, extended results

img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation

Vítor Albiero, Xingyu Chen, Xi Yin, Guan Pang, Tal Hassner

Comments To appear in CVPR 2021. Joint first authorship: Vítor Albiero and Xingyu Chen

Joint Discriminative and Generative Learning for Person Re-identification

Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz

Comments CVPR 2019 (Oral). Add transfer learning results

Fast Bayesian Uncertainty Estimation and Reduction of Batch Normalized Single Image Super-Resolution Network

Aupendu Kar, Prabir Kumar Biswas

Comments To appear in the Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021)

SAIL-VOS 3D: A Synthetic Dataset and Baselines for Object Detection and 3D Mesh Reconstruction from Video Data

Yuan-Ting Hu, Jiahong Wang, Raymond A. Yeh, Alexander G. Schwing

Comments CVPR 2021 Oral

Single View Geocentric Pose in the Wild

Gordon Christie, Kevin Foster, Shea Hagstrom, Gregory D. Hager, Myron Z. Brown

Comments To be published in the proceedings of the CVPR 2021 EarthVision Workshop

PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training

Luke Melas-Kyriazi, Arjun K. Manrai

Comments CVPR 2021

Positive-Congruent Training: Towards Regression-Free Model Updates

Sijie Yan, Yuanjun Xiong, Kaustav Kundu, Shuo Yang, Siqi Deng, Meng Wang, Wei Xia, Stefano Soatto

Comments Accepted to CVPR 2021 (oral)

Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing

Xunguang Wang, Zheng Zhang, Baoyuan Wu, Fumin Shen, Guangming Lu

Comments This paper has been accepted by CVPR 2021, and the related codes could be available at https://github.com/xunguangwang/ProS-GAN

Texture Generation with Neural Cellular Automata

Alexander Mordvintsev, Eyvind Niklasson, Ettore Randazzo

Comments AI for Content Creation Workshop, CVPR 2021

SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree Panorama

Phi Vu Tran

Comments CVPR 2021. File size 37MB. Project page at https://github.com/FlyreelAI/sslayout360

GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving

Yun Chen, Frieda Rong, Shivam Duggal, Shenlong Wang, Xinchen Yan, Sivabalan Manivasagam, Shangjie Xue, Ersin Yumer, Raquel Urtasun

Comments Accepted by CVPR 2021 as Oral

SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning

Colorado J Reed, Sean Metzger, Aravind Srinivas, Trevor Darrell, Kurt Keutzer

Comments Computer Vision and Pattern Recognition (CVPR), 2021

Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination

Xudong Wang, Ziwei Liu, Stella X. Yu

Comments Accepted at CVPR 2021; Project page: http://people.eecs.berkeley.edu/~xdwang/projects/CLD/

Stacked Deep Multi-Scale Hierarchical Network for Fast Bokeh Effect Rendering from a Single Image

Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Anil Kumar Tiwari

Comments Accepted to MAI workshop, CVPR 2021. Code and models: https://github.com/saikatdutta/Stacked_DMSHN_bokeh

Can self-training identify suspicious ugly duckling lesions?

Mohammadreza Mohseni, Jordan Yap, William Yolland, Arash Koochek, M Stella Atkins

Comments Accepted at Sixth ISIC Skin Image Analysis Workshop @ CVPR 2021

SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping

Austin Stone, Daniel Maurer, Alper Ayvaci, Anelia Angelova, Rico Jonschkowski

Comments Accepted at CVPR 2021, all code available at https://github.com/google-research/google-research/tree/master/smurf

EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation

Yang Jiao, Trac D. Tran, Guangming Shi

Comments Accpeted by IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) 2021; v1 - original submit v2 - camera ready version v3 - correct small bugs in Equation(2)

Automatic Non-Linear Video Editing Transfer

Nathan Frey, Peggy Chi, Weilong Yang, Irfan Essa

Comments Published to AI for Content Creation Workshop at CVPR 2021

Journal ref AI for Content Creation Workshop at CVPR 2021