WACV

Semantically Stealthy Adversarial Attacks against Segmentation Models

Zhenhua Chen, Chuhua Wang, David J. Crandall

Journal ref Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022, pp. 4080-4089

CharacterGAN: Few-Shot Keypoint Character Animation and Reposing

Tobias Hinz, Matthew Fisher, Oliver Wang, Eli Shechtman, Stefan Wermter

Comments Best Paper WACV 2022. Code available at https://github.com/tohinz/CharacterGAN

SpectraNet: Learned Recognition of Artificial Satellites From High Contrast Spectroscopic Imagery

J. Zachary Gazak, Ian McQuaid, Ryan Swindle, Matthew Phelps, Justin Fletcher

Comments 8 pages, 8 figures, 5 tables. Published at WACV 2022

Journal ref Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2022

Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data

Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman

Comments Accepted by the 2022 Winter Conference on Applications of Computer Vision (WACV 2022)

Journal ref Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022, pp. 663-671

Automatic Open-World Reliability Assessment

Mohsen Jafarzadeh, Touqeer Ahmad, Akshay Raj Dhamija, Chunchun Li, Steve Cruz, Terrance E. Boult

Comments 2021 IEEE Winter Conference on Applications of Computer Vision (WACV)

Journal ref 2021 IEEE Winter Conference on Applications of Computer Vision (WACV)

Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals

Saloni Dash, Vineeth N Balasubramanian, Amit Sharma

Comments Accepted for Publication at WACV 2022

Variational Stacked Local Attention Networks for Diverse Video Captioning

Tonmoay Deb, Akib Sadmanee, Kishor Kumar Bhaumik, Amin Ahsan Ali, M Ashraful Amin, A K M Mahbubur Rahman

Comments To be published in Winter Conference on Applications of Computer Vision 2022

Tensor feature hallucination for few-shot learning

Michalis Lazarou, Tania Stathaki, Yannis Avrithis

Comments Accepted at WACV 2022. arXiv admin note: text overlap with arXiv:2104.09467

SporeAgent: Reinforced Scene-level Plausibility for Object Pose Refinement

Dominik Bauer, Timothy Patten, Markus Vincze

Comments IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2022

Multi-Head Deep Metric Learning Using Global and Local Representations

Mohammad K. Ebrahimpour, Gang Qian, Allison Beach

Comments To appear in WACV 2022

Improving Robustness and Uncertainty Modelling in Neural Ordinary Differential Equations

Srinivas Anumasa, P. K. Srijith

Comments Winter Conference on Applications of Computer Vision, 2021

Journal ref In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 4053-4061. 2021

Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis

Xiaoyu Xiang, Ding Liu, Xiao Yang, Yiheng Zhu, Xiaohui Shen, Jan P. Allebach

Comments Accepted by WACV 2022

Learning with Label Noise for Image Retrieval by Selecting Interactions

Sarah Ibrahimi, Arnaud Sors, Rafael Sampaio de Rezende, Stéphane Clinchant

Comments Accepted at WACV 2022. 13 pages, 5 figures

HIERMATCH: Leveraging Label Hierarchies for Improving Semi-Supervised Learning

Ashima Garg, Shaurya Bagga, Yashvardhan Singh, Saket Anand

Comments 11 pages, 1 figure, Accepted in WACV 2022

Improving Fractal Pre-training

Connor Anderson, Ryan Farrell

Comments Accepted to WACV 2022. 15 pages, 15 figures. Added note about error, removed erroneous result

Predicting Levels of Household Electricity Consumption in Low-Access Settings

Simone Fobi, Joel Mugyenyi, Nathaniel J. Williams, Vijay Modi, Jay Taneja

Comments Accepted to be published in Proceedings of IEEE Winter Conference on Applications of Computer Vision (WACV) 2022

StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation

Umut Kocasari, Alara Dirik, Mert Tiftikci, Pinar Yanardag

Comments Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2022)

PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset

Lutao Chu, Yi Liu, Zewu Wu, Shiyu Tang, Guowei Chen, Yuying Hao, Juncai Peng, Zhiliang Yu, Zeyu Chen, Baohua Lai, Haoyi Xiong

Comments Accepted by WACV workshop

Discrete neural representations for explainable anomaly detection

Stanislaw Szymanowicz, James Charles, Roberto Cipolla

Journal ref Winter Conference on Applications of Computer Vision 2022

Explainability of the Implications of Supervised and Unsupervised Face Image Quality Estimations Through Activation Map Variation Analyses in Face Recognition Models

Biying Fu, Naser Damer

Comments accepted at the IEEE Winter Conference on Applications of Computer Vision Workshops, WACV Workshops 2022

Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search

Yifan Jiang, Xinyu Gong, Junru Wu, Humphrey Shi, Zhicheng Yan, Zhangyang Wang

Comments Accepted by WACV'2022

The Hitchhiker's Guide to Prior-Shift Adaptation

Tomas Sipka, Milan Sulc, Jiri Matas

Comments WACV 2022 16 pages, 7 figures

Generalized Facial Manipulation Detection with Edge Region Feature Extraction

Dong-Keon Kim, Kwangsu Kim

Comments Accepted to IEEE/CVF Winter Conference on Applications of Computer Vision 2022 (WACV 2022)

Hole-robust Wireframe Detection

Naejin Kong, Kiwoong Park, Harshith Goka

Comments To appear in Proceedings of the 2022 IEEE Winter Conference on Applications of Computer Vision (WACV 2022)

Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation

Jeongbeen Yoon, Dahyun Kang, Minsu Cho

Comments Accepted to WACV 2022

Uncertainty Aware Proposal Segmentation for Unknown Object Detection

Yimeng Li, Jana Kosecka

Comments Accepted to WACV 2022 DNOW Workshop

Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement

Shen Zheng, Gaurav Gupta

Comments Accepted by WACV 2022

REGroup: Rank-aggregating Ensemble of Generative Classifiers for Robust Predictions

Lokender Tiwari, Anish Madan, Saket Anand, Subhashis Banerjee

Comments WACV,2022. Project Page : https://lokender.github.io/REGroup.html

Myope Models -- Are face presentation attack detection models short-sighted?

Pedro C. Neto, Ana F. Sequeira, Jaime S. Cardoso

Comments Accepted at the 2ND WORKSHOP ON EXPLAINABLE & INTERPRETABLE ARTIFICIAL INTELLIGENCE FOR BIOMETRICS AT WACV 2022

Enhanced Correlation Matching based Video Frame Interpolation

Sungho Lee, Narae Choi, Woong Il Choi

Comments Accepted to WACV 2022, equal contribution from first two authors