[WACV] Deadline Extension for DNOW Workshop @ WACV'22
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Pulkit Kumar
Oct 11, 2021, 11:47:23 AM10/11/21
to Machine Learning News
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Dealing with Novelty in Open Worlds (DNOW)
Waikoloa, HI, Jan 4th, 2022,
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Overview
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Computer vision, machine learning and artificial intelligence algorithms are often developed inside a closed-world paradigm, for example, recognizing objects from a fixed set of categories. However, the "world" is open and constantly and dynamically changes. As a result, when the “world” changes, these algorithms are unable to detect the change and then continue to perform their tasks with incorrect and sometimes misleading predictions. In this workshop, we aim to facilitate research directions that aim to operate well in the open world while maintaining performance in the “closed” world. Many real-world applications considered at our workshop must deal with changing worlds where a variety of novelty is introduced (e.g., new classes of objects)
We are calling for paper submissions to the "Dealing With Novelty in Open Worlds"(DNOW) workshop which will happen at WACV’22. We are excited to see you participate in this workshop and hope that we, together, as a community, hold meaningful conversations and exchange ideas on this extremely relevant space in computer vision. We hope that the discussions we hold will be of interest to multiple stakeholders in this domain.
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Paper Tracks
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Computer vision, machine learning and artificial intelligence algorithms are often developed inside a closed-world paradigm, for example, recognizing objects from a fixed set of categories. However, the "world" is open and constantly and dynamically changes. As a result, when the “world” changes, these algorithms are unable to detect the change and then continue to perform their tasks with incorrect and sometimes misleading predictions. In this workshop, we aim to facilitate research directions that aim to operate well in the open world while maintaining performance in the “closed” world. Many real-world applications considered at our workshop must deal with changing worlds where a variety of novelty is introduced (e.g., new classes of objects)
We are calling for paper submissions to the "Dealing With Novelty in Open Worlds"(DNOW) workshop which will happen at WACV’22. We are excited to see you participate in this workshop and hope that we, together, as a community, hold meaningful conversations and exchange ideas on this extremely relevant space in computer vision. We hope that the discussions we hold will be of interest to multiple stakeholders in this domain.
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Paper Tracks
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We are providing 2 tracks for paper submission. Submissions under each track will be reviewed by an expert panel.
We are providing 2 tracks for paper submission. Submissions under each track will be reviewed by an expert panel.
Track 1: Full Paper
Authors are expected to submit papers that meet the criterion of submission at a Computer Vision conference, specifically at WACV.
Track 2: Short Unpublished Paper
Authors can submit a half-baked paper where they have substantial ideas/results but not ready as a full-paper submission.
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Submission Instructions
Authors can submit a half-baked paper where they have substantial ideas/results but not ready as a full-paper submission.
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Submission Instructions
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Authors are required to use the same author kit as provided by WACV, 2022. All submissions will be handled through CMT
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Important Dates
Authors are required to use the same author kit as provided by WACV, 2022. All submissions will be handled through CMT
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Important Dates
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- Paper Submission Deadline: Oct 18, 2021 11:59PM PST (Previously Oct 11,2021)
- Acceptance Notification: Nov 5, 2021
- Camera Ready Submission: Nov 19, 2021
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