Dealing With the Novelty in Open Worlds

Auto QA: The Question Is Not Only What, but Also Where

Sumit Kumar,

Badri N. Patro,

Vinay P. Namboodiri

[pdf] [supp]

[bibtex]

@InProceedings{Kumar_2022_WACV, author = {Kumar, Sumit and Patro, Badri N. and Namboodiri, Vinay P.}, title = {Auto QA: The Question Is Not Only What, but Also Where}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {272-281} }

Towards Unsupervised Online Domain Adaptation for Semantic Segmentation

Yevhen Kuznietsov,

Marc Proesmans,

Luc Van Gool

[pdf] [supp]

[bibtex]

@InProceedings{Kuznietsov_2022_WACV, author = {Kuznietsov, Yevhen and Proesmans, Marc and Van Gool, Luc}, title = {Towards Unsupervised Online Domain Adaptation for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {261-271} }

VQuAD: Video Question Answering Diagnostic Dataset

Vivek Gupta,

Badri N. Patro,

Hemant Parihar,

Vinay P. Namboodiri

[pdf]

[bibtex]

@InProceedings{Gupta_2022_WACV, author = {Gupta, Vivek and Patro, Badri N. and Parihar, Hemant and Namboodiri, Vinay P.}, title = {VQuAD: Video Question Answering Diagnostic Dataset}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {282-291} }

Reconstructive Training for Real-World Robustness in Image Classification

David Patrick,

Michael Geyer,

Richard Tran,

Amanda Fernandez

[pdf]

[bibtex]

@InProceedings{Patrick_2022_WACV, author = {Patrick, David and Geyer, Michael and Tran, Richard and Fernandez, Amanda}, title = {Reconstructive Training for Real-World Robustness in Image Classification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {251-260} }

Inductive Biases for Low Data VQA: A Data Augmentation Approach

Narjes Askarian,

Ehsan Abbasnejad,

Ingrid Zukerman,

Wray Buntine,

Gholamreza Haffari

[pdf]

[bibtex]

@InProceedings{Askarian_2022_WACV, author = {Askarian, Narjes and Abbasnejad, Ehsan and Zukerman, Ingrid and Buntine, Wray and Haffari, Gholamreza}, title = {Inductive Biases for Low Data VQA: A Data Augmentation Approach}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {231-240} }

Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations

Marvin Klingner,

Jan-Aike Termöhlen,

Jacob Ritterbach,

Tim Fingscheidt

[pdf] [supp]

[bibtex]

@InProceedings{Klingner_2022_WACV, author = {Klingner, Marvin and Term\"ohlen, Jan-Aike and Ritterbach, Jacob and Fingscheidt, Tim}, title = {Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {210-220} }

Uncertainty Aware Proposal Segmentation for Unknown Object Detection

Yimeng Li,

Jana Košecká

[pdf] [supp]

[bibtex]

@InProceedings{Li_2022_WACV, author = {Li, Yimeng and Ko\v{s}eck\'a, Jana}, title = {Uncertainty Aware Proposal Segmentation for Unknown Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {241-250} }

Attention Guided Cosine Margin To Overcome Class-Imbalance in Few-Shot Road Object Detection

Ashutosh Agarwal,

Anay Majee,

Anbumani Subramanian,

Chetan Arora

[pdf] [supp]

[bibtex]

@InProceedings{Agarwal_2022_WACV, author = {Agarwal, Ashutosh and Majee, Anay and Subramanian, Anbumani and Arora, Chetan}, title = {Attention Guided Cosine Margin To Overcome Class-Imbalance in Few-Shot Road Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {221-230} }