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08/28/2023
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration
Despite significant advances in deep learning, models often struggle to ...
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01/01/2023
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction
There are multiple scales of abstraction from which we can describe the ...
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06/10/2022
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers
Complex time-varying systems are often studied by abstracting away from ...
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03/12/2020
Deformation Flow Based Two-Stream Network for Lip Reading
Lip reading is the task of recognizing the speech content by analyzing m...
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03/06/2020
Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech Recognition
Recent advances in deep learning have heightened interest among research...
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10/16/2018
LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the Wild
Large-scale datasets have successively proven their fundamental importan...
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10/15/2018