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08/07/2023
On genuine invariance learning without weight-tying
In this paper, we investigate properties and limitations of invariance l...
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01/12/2023
Learning to Summarize Videos by Contrasting Clips
Video summarization aims at choosing parts of a video that narrate a sto...
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10/09/2022
LieGG: Studying Learned Lie Group Generators
Symmetries built into a neural network have appeared to be very benefici...
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05/31/2022
Contrasting quadratic assignments for set-based representation learning
The standard approach to contrastive learning is to maximize the agreeme...
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08/11/2021
Two is a crowd: tracking relations in videos
Tracking multiple objects individually differs from tracking groups of r...
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06/04/2021
DISCO: accurate Discrete Scale Convolutions
Scale is often seen as a given, disturbing factor in many vision tasks. ...
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07/17/2020