CVPR

Self-supervised Motion Learning from Static Images

Ziyuan Huang, Shiwei Zhang, Jianwen Jiang, Mingqian Tang, Rong Jin, Marcelo Ang

Comments To appear in CVPR 2021

FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter

Khoi Nguyen, Sinisa Todorovic

Comments Accepted to CVPR 2021

NetAdaptV2: Efficient Neural Architecture Search with Fast Super-Network Training and Architecture Optimization

Tien-Ju Yang, Yi-Lun Liao, Vivienne Sze

Comments Accepted by CVPR 2021

Checkerboard Context Model for Efficient Learned Image Compression

Dailan He, Yaoyan Zheng, Baocheng Sun, Yan Wang, Hongwei Qin

Comments CVPR 2021

Coarse-Fine Networks for Temporal Activity Detection in Videos

Kumara Kahatapitiya, Michael S. Ryoo

Comments To appear at CVPR 2021

Learning Accurate Dense Correspondences and When to Trust Them

Prune Truong, Martin Danelljan, Luc Van Gool, Radu Timofte

Comments CVPR 2021 ORAL Code: https://github.com/PruneTruong/PDCNet Website:https://prunetruong.com/research/pdcnet

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

Learning Continuous Image Representation with Local Implicit Image Function

Yinbo Chen, Sifei Liu, Xiaolong Wang

Comments CVPR 2021 (oral). Project page with videos and code: https://yinboc.github.io/liif/

Robust Instance Segmentation through Reasoning about Multi-Object Occlusion

Xiaoding Yuan, Adam Kortylewski, Yihong Sun, Alan Yuille

Comments Accepted by CVPR 2021

How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language

Amanda Duarte, Shruti Palaskar, Lucas Ventura, Deepti Ghadiyaram, Kenneth DeHaan, Florian Metze, Jordi Torres, Xavier Giro-i-Nieto

Comments Accepted at CVPR 2021. Dataset website: http://how2sign.github.io/

Sequential Graph Convolutional Network for Active Learning

Razvan Caramalau, Binod Bhattarai, Tae-Kyun Kim

Comments Accepted as Poster at CVPR 2021

Exploring Sparsity in Image Super-Resolution for Efficient Inference

Longguang Wang, Xiaoyu Dong, Yingqian Wang, Xinyi Ying, Zaiping Lin, Wei An, Yulan Guo

Comments Accepted by CVPR 2021

Counterfactual VQA: A Cause-Effect Look at Language Bias

Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu Lu, Xian-Sheng Hua, Ji-Rong Wen

Comments Accepted by CVPR 2021

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training

Minheng Ni, Haoyang Huang, Lin Su, Edward Cui, Taroon Bharti, Lijuan Wang, Jianfeng Gao, Dongdong Zhang, Nan Duan

Comments Accepted to CVPR 2021

How does topology influence gradient propagation and model performance of deep networks with DenseNet-type skip connections?

Kartikeya Bhardwaj, Guihong Li, Radu Marculescu

Comments Accepted at CVPR 2021

Semi-supervised Synthesis of High-Resolution Editable Textures for 3D Humans

Bindita Chaudhuri, Nikolaos Sarafianos, Linda Shapiro, Tony Tung

Comments CVPR 2021

Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted Sensors

Vladimir Guzov, Aymen Mir, Torsten Sattler, Gerard Pons-Moll

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

Rainbow Memory: Continual Learning with a Memory of Diverse Samples

Jihwan Bang, Heesu Kim, YoungJoon Yoo, Jung-Woo Ha, Jonghyun Choi

Comments Accepted paper at CVPR 2021

Scale-aware Automatic Augmentation for Object Detection

Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia

Comments Accepted by CVPR 2021

GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection

Abhinav Kumar, Garrick Brazil, Xiaoming Liu

Comments Accepted to CVPR 2021

A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images Detection

Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Ngai-Man Cheung

Comments CVPR 2021 Oral

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering

Jang Hyun Cho, Utkarsh Mall, Kavita Bala, Bharath Hariharan

Comments CVPR 2021

Layout-Guided Novel View Synthesis from a Single Indoor Panorama

Jiale Xu, Jia Zheng, Yanyu Xu, Rui Tang, Shenghua Gao

Comments To appear in CVPR 2021

Learning Scalable $\ell_\infty$-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression

Yuanchao Bai, Xianming Liu, Wangmeng Zuo, Yaowei Wang, Xiangyang Ji

Comments Accepted by CVPR 2021; Code: https://github.com/BYchao100/Scalable-Near-lossless-Image-Compression

Neural Response Interpretation through the Lens of Critical Pathways

Ashkan Khakzar, Soroosh Baselizadeh, Saurabh Khanduja, Christian Rupprecht, Seong Tae Kim, Nassir Navab

Comments Accepted at CVPR 2021 (IEEE/CVF Conference on Computer Vision and Pattern Recognition)

StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval

Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song

Comments IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021

RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening

Sungha Choi, Sanghun Jung, Huiwon Yun, Joanne Kim, Seungryong Kim, Jaegul Choo

Comments Accepted to CVPR 2021 (Oral)

SceneGraphFusion: Incremental 3D Scene Graph Prediction from RGB-D Sequences

Shun-Cheng Wu, Johanna Wald, Keisuke Tateno, Nassir Navab, Federico Tombari

Comments Proceedings IEEE Computer Vision and Pattern Recognition (CVPR), 2021

A 3D GAN for Improved Large-pose Facial Recognition

Richard T. Marriott, Sami Romdhani, Liming Chen

Comments To be presented at CVPR 2021

Data-Free Model Extraction

Jean-Baptiste Truong, Pratyush Maini, Robert J. Walls, Nicolas Papernot

Comments Published in the 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition

FP-NAS: Fast Probabilistic Neural Architecture Search

Zhicheng Yan, Xiaoliang Dai, Peizhao Zhang, Yuandong Tian, Bichen Wu, Matt Feiszli

Comments CVPR 2021 camera-ready version