Workshop
4th Workshop on Continual Learning in Computer Vision (CLVision)
Gido van de Ven · Pau Rodriguez · Vincenzo Lomonaco · Matthias De Lange · Dhireesha Kudithipudi · Xialei Liu · Rahaf Aljundi · Hava Siegelmann · Marc'Aurelio Ranzato · Hamed Hemati · Lorenzo Pellegrini
East 2
Sun 18 Jun, 8:30 a.m. PDT
Keywords: Learning
Incorporating new knowledge in existing models to adapt to novel problems is a fundamental challenge of computer vision. Humans and animals continuously assimilate new experiences to survive in new environments and to improve in situations already encountered in the past. Moreover, while current computer vision models have to be trained with independent and identically distributed random variables, biological systems incrementally learn from non-stationary data distributions. This ability to learn from continuous streams of data, without interfering with previously acquired knowledge and exhibiting positive transfer is called Continual Learning. The CVPR Workshop on “Continual Learning in Computer Vision” (CLVision) aims to gather researchers and engineers from academia and industry to discuss the latest advances in Continual Learning. In this workshop, there are regular paper presentations, invited speakers, and a technical benchmark challenges to present the current state of the art, as well as the limitations and future directions for Continual Learning, arguably one of the most challenging milestones of AI.
Schedule
Sun 8:30 a.m. - 8:40 a.m.
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Opening Remarks
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Intro
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Gido van de Ven · Pau Rodriguez 🔗 |
Sun 8:40 a.m. - 9:20 a.m.
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Invited Talk
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Talk
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Zsolt Kira 🔗 |
Sun 9:20 a.m. - 10:00 a.m.
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Invited Talk
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Talk
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Diane Larlus 🔗 |
Sun 10:00 a.m. - 10:50 a.m.
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Poster Session & Coffee Break
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Posters
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Sun 10:50 a.m. - 11:30 a.m.
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Invited Talk
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Talk
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Sun 11:30 a.m. - 11:45 a.m.
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Oral Presentation
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Oral
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Mert Kilickaya 🔗 |
Sun 11:45 a.m. - 12:00 p.m.
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Oral Presentation
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Oral
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Alssum 🔗 |
Sun 12:00 p.m. - 1:00 p.m.
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Lunch Break
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Sun 1:00 p.m. - 1:40 p.m.
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Invited Talk
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Talk
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Lucas Caccia 🔗 |
Sun 1:40 p.m. - 2:20 p.m.
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Invited Talk
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Talk
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Sun 2:20 p.m. - 3:00 p.m.
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Panel Discussion
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Panel
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Sun 3:00 p.m. - 3:50 p.m.
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Poster Session & Coffee Break
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Posters
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Sun 3:50 p.m. - 4:30 p.m.
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Invited Talk
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Talk
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Sun 4:30 p.m. - 4:45 p.m.
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Oral Presentation
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Oral
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Amir Nazemi 🔗 |
Sun 4:45 p.m. - 5:20 p.m.
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Challenge Presentations ( Challenge ) > link | Hamed Hemati 🔗 |
Sun 5:20 p.m. - 5:30 p.m.
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Award Announcement & Closing Remarks
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Closing
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Gido van de Ven · Pau Rodriguez 🔗 |