CVPR

Robust Representation Learning with Feedback for Single Image Deraining

Chenghao Chen, Hao Li

Journal ref IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 2021, pp.7742-7751

Mixed-Privacy Forgetting in Deep Networks

Aditya Golatkar, Alessandro Achille, Avinash Ravichandran, Marzia Polito, Stefano Soatto

Comments CVPR 2021

Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting with their Explanations

Wolfgang Stammer, Patrick Schramowski, Kristian Kersting

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, p. 3619-3629

LEGAN: Disentangled Manipulation of Directional Lighting and Facial Expressions by Leveraging Human Perceptual Judgements

Sandipan Banerjee, Ajjen Joshi, Prashant Mahajan, Sneha Bhattacharya, Survi Kyal, Taniya Mishra

Comments AMFG Workshop at CVPR 2021 (CVPRW 2021). Get our synthetic face images & their perceptual labels here: https://github.com/Affectiva/LEGAN_Perceptual_Dataset

Adversarial Distortion for Learned Video Compression

Vijay Veerabadran, Reza Pourreza, Amirhossein Habibian, Taco Cohen

Comments CVPR Workshops, 2020

All You Can Embed: Natural Language based Vehicle Retrieval with Spatio-Temporal Transformers

Carmelo Scribano, Davide Sapienza, Giorgia Franchini, Micaela Verucchi, Marko Bertogna

Comments CVPR 2021 AI CITY CHALLENGE Natural Language-Based Vehicle Retrieval

hSMAL: Detailed Horse Shape and Pose Reconstruction for Motion Pattern Recognition

Ci Li, Nima Ghorbani, Sofia Broomé, Maheen Rashid, Michael J. Black, Elin Hernlund, Hedvig Kjellström, Silvia Zuffi

Comments CV4Animals Workshop in CVPR 2021

Discerning Generic Event Boundaries in Long-Form Wild Videos

Ayush K Rai, Tarun Krishna, Julia Dietlmeier, Kevin McGuinness, Alan F Smeaton, Noel E O'Connor

Comments Technical Report for Generic Event Boundary Challenge - LOVEU Challenge (CVPR 2021)

Multi-Granularity Network with Modal Attention for Dense Affective Understanding

Baoming Yan, Lin Wang, Ke Gao, Bo Gao, Xiao Liu, Chao Ban, Jiang Yang, Xiaobo Li

Comments Oral presentation at AUVi Workshop - CVPR 2021

Radar Camera Fusion via Representation Learning in Autonomous Driving

Xu Dong, Binnan Zhuang, Yunxiang Mao, Langechuan Liu

Journal ref In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 1672-1681. 2021

ResDepth: Learned Residual Stereo Reconstruction

Corinne Stucker, Konrad Schindler

Comments updated supplementary material

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2020, pp. 707-716

RSG: A Simple but Effective Module for Learning Imbalanced Datasets

Jianfeng Wang, Thomas Lukasiewicz, Xiaolin Hu, Jianfei Cai, Zhenghua Xu

Comments To appear at CVPR 2021. We propose a flexible data generation/data augmentation module for long-tailed classification. Codes are available at: https://github.com/Jianf-Wang/RSG

Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay

Yoojin Choi, Mostafa El-Khamy, Jungwon Lee

Comments CVPR 2021 Workshop on Continual Learning in Computer Vision (CLVision)

PixInWav: Residual Steganography for Hiding Pixels in Audio

Margarita Geleta, Cristina Punti, Kevin McGuinness, Jordi Pons, Cristian Canton, Xavier Giro-i-Nieto

Comments Extended abstract presented in CVPR 2021 Women in Computer Vision Workshop

Guided Integrated Gradients: An Adaptive Path Method for Removing Noise

Andrei Kapishnikov, Subhashini Venugopalan, Besim Avci, Ben Wedin, Michael Terry, Tolga Bolukbasi

Comments 13 pages, 11 figures, for implementation sources see https://github.com/PAIR-code/saliency

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 5050-5058

Discovering Relationships between Object Categories via Universal Canonical Maps

Natalia Neverova, Artsiom Sanakoyeu, Patrick Labatut, David Novotny, Andrea Vedaldi

Comments Accepted at CVPR 2021; Project page: https://gdude.de/discovering-3d-obj-rel

Partition-Guided GANs

Mohammadreza Armandpour, Ali Sadeghian, Chunyuan Li, Mingyuan Zhou

Comments Accepted for publication at CVPR 2021

Embodied Language Grounding with 3D Visual Feature Representations

Mihir Prabhudesai, Hsiao-Yu Fish Tung, Syed Ashar Javed, Maximilian Sieb, Adam W. Harley, Katerina Fragkiadaki

Journal ref Conference on Computer Vision and Pattern Recognition. 2020, pp. 2220-2229

Learning to Predict Visual Attributes in the Wild

Khoi Pham, Kushal Kafle, Zhe Lin, Zhihong Ding, Scott Cohen, Quan Tran, Abhinav Shrivastava

Comments Accepted to CVPR 2021

NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go

Marvin Eisenberger, David Novotny, Gael Kerchenbaum, Patrick Labatut, Natalia Neverova, Daniel Cremers, Andrea Vedaldi

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

Localized Uncertainty Attacks

Ousmane Amadou Dia, Theofanis Karaletsos, Caner Hazirbas, Cristian Canton Ferrer, Ilknur Kaynar Kabul, Erik Meijer

Comments CVPR 2021 Workshop on Adversarial Machine Learning in Computer Vision

The Fishnet Open Images Database: A Dataset for Fish Detection and Fine-Grained Categorization in Fisheries

Justin Kay, Matt Merrifield

Comments In 8th Workshop on Fine-Grained Visual Categorization at CVPR 2021

Stochastic Image-to-Video Synthesis using cINNs

Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Björn Ommer

Comments Accepted to CVPR 2021

Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild

Zhaoyuan Yin, Jia Zheng, Weixin Luo, Shenhan Qian, Hanling Zhang, Shenghua Gao

Comments To appear in CVPR 2021. Minor revision

CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning

Chen Wei, Kihyuk Sohn, Clayton Mellina, Alan Yuille, Fan Yang

Comments To appear in CVPR 2021. Code release: https://github.com/google-research/crest

NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration

Zhengang Li, Geng Yuan, Wei Niu, Pu Zhao, Yanyu Li, Yuxuan Cai, Xuan Shen, Zheng Zhan, Zhenglun Kong, Qing Jin, Zhiyu Chen, Sijia Liu, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin

Comments Accepted as an oral paper in the Conference on Computer Vision and Pattern Recognition (CVPR), 2021

Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions

Radhika Dua, Sai Srinivas Kancheti, Vineeth N Balasubramanian

Comments MULA Workshop, CVPR 2021

Seesaw Loss for Long-Tailed Instance Segmentation

Jiaqi Wang, Wenwei Zhang, Yuhang Zang, Yuhang Cao, Jiangmiao Pang, Tao Gong, Kai Chen, Ziwei Liu, Chen Change Loy, Dahua Lin

Comments CVPR 2021 Camera Ready

Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation

Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai

Comments Accepted to CVPR 2021

X-MAN: Explaining multiple sources of anomalies in video

Stanislaw Szymanowicz, James Charles, Roberto Cipolla

Comments In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, June 2021