CVPR

Open-Vocabulary Object Detection Using Captions

Alireza Zareian, Kevin Dela Rosa, Derek Hao Hu, Shih-Fu Chang

Comments To be presented at CVPR 2021 (oral paper)

Dynamic Region-Aware Convolution

Jin Chen, Xijun Wang, Zichao Guo, Xiangyu Zhang, Jian Sun

Comments Accepted at CVPR 2021

Image Restoration for Under-Display Camera

Yuqian Zhou, David Ren, Neil Emerton, Sehoon Lim, Timothy Large

Comments Accepted by CVPR 2021

ACTION-Net: Multipath Excitation for Action Recognition

Zhengwei Wang, Qi She, Aljosa Smolic

Comments To appear in CVPR 2021

Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator

Sian-Yao Huang, Wei-Ta Chu

Comments Accepted to CVPR 2021

CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement

Noranart Vesdapunt, Baoyuan Wang

Comments CVPR 2021

AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation

Denis Gudovskiy, Luca Rigazio, Shun Ishizaka, Kazuki Kozuka, Sotaro Tsukizawa

Comments Accepted to CVPR 2021. Preprint

Diverse Semantic Image Synthesis via Probability Distribution Modeling

Zhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao, Qi Chu, Bin Liu, Gang Hua, Nenghai Yu

Comments Accepted By CVPR 2021

Fast and Accurate Model Scaling

Piotr Dollár, Mannat Singh, Ross Girshick

Comments CVPR 2021

A Sliced Wasserstein Loss for Neural Texture Synthesis

Eric Heitz, Kenneth Vanhoey, Thomas Chambon, Laurent Belcour

Comments 9 pages, 14 figures, accepted at CVPR 2021

Journal ref IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021

Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality

Trisha Mittal, Puneet Mathur, Aniket Bera, Dinesh Manocha

Comments Accepted to CVPR 2021

Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition

Shancheng Fang, Hongtao Xie, Yuxin Wang, Zhendong Mao, Yongdong Zhang

Comments Accepted by CVPR 2021

OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection

Tingting Liang, Yongtao Wang, Zhi Tang, Guosheng Hu, Haibin Ling

Comments To appear in CVPR 2021

Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning

Pengfei Guo, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel

Comments Accepted at CVPR 2021

PLOP: Learning without Forgetting for Continual Semantic Segmentation

Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord

Comments Accepted at CVPR 2021, code: https://github.com/arthurdouillard/CVPR2021_PLOP

FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space

Quande Liu, Cheng Chen, Jing Qin, Qi Dou, Pheng-Ann Heng

Comments Accepted to CVPR 2021

SDD-FIQA: Unsupervised Face Image Quality Assessment with Similarity Distribution Distance

Fu-Zhao Ou, Xingyu Chen, Ruixin Zhang, Yuge Huang, Shaoxin Li, Jilin Li, Yong Li, Liujuan Cao, Yuan-Gen Wang

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

Limitations of Post-Hoc Feature Alignment for Robustness

Collin Burns, Jacob Steinhardt

Comments Accepted to CVPR 2021

Manifold Regularized Dynamic Network Pruning

Yehui Tang, Yunhe Wang, Yixing Xu, Yiping Deng, Chao Xu, Dacheng Tao, Chang Xu

Comments This paper is accepted by CVPR 2021. Key words: Filter pruning, Dynamic network, Network compression, Manifold regularization

Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation

Gengcong Yang, Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yujiu Yang

Comments CVPR 2021 poster

LOHO: Latent Optimization of Hairstyles via Orthogonalization

Rohit Saha, Brendan Duke, Florian Shkurti, Graham W. Taylor, Parham Aarabi

Comments CVPR 2021

Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain

Honggu Liu, Xiaodan Li, Wenbo Zhou, Yuefeng Chen, Yuan He, Hui Xue, Weiming Zhang, Nenghai Yu

Comments Accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

VinVL: Revisiting Visual Representations in Vision-Language Models

Pengchuan Zhang, Xiujun Li, Xiaowei Hu, Jianwei Yang, Lei Zhang, Lijuan Wang, Yejin Choi, Jianfeng Gao

Journal ref CVPR 2021

PointDSC: Robust Point Cloud Registration using Deep Spatial Consistency

Xuyang Bai, Zixin Luo, Lei Zhou, Hongkai Chen, Lei Li, Zeyu Hu, Hongbo Fu, Chiew-Lan Tai

Comments Accepted to CVPR 2021, supplementary materials included

Open-book Video Captioning with Retrieve-Copy-Generate Network

Ziqi Zhang, Zhongang Qi, Chunfeng Yuan, Ying Shan, Bing Li, Ying Deng, Weiming Hu

Comments Accepted by CVPR 2021

MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation

Xiaoqing Guo, Chen Yang, Baopu Li, Yixuan Yuan

Comments Accepted to CVPR 2021

Knowledge Evolution in Neural Networks

Ahmed Taha, Abhinav Shrivastava, Larry Davis

Comments CVPR Oral 2021

Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles

Jevgenij Gamper, Nasir Rajpoot

Comments Accepted at CVPR 2021

How Privacy-Preserving are Line Clouds? Recovering Scene Details from 3D Lines

Kunal Chelani, Fredrik Kahl, Torsten Sattler

Comments Computer Vision and Pattern Recognition (CVPR) 2021

Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification

Fengxiang Yang, Zhun Zhong, Zhiming Luo, Yuanzheng Cai, Yaojin Lin, Shaozi Li, Nicu Sebe

Comments To appear in CVPR 2021