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Deepak K. Gupta

Latent Graph Attention for Enhanced Spatial Context

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Jul 12, 2023
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Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective

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Mar 10, 2023
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Patch Gradient Descent: Training Neural Networks on Very Large Images

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Jan 31, 2023
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On Using Deep Learning Proxies as Forward Models in Deep Learning Problems

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Jan 16, 2023
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On designing light-weight object trackers through network pruning: Use CNNs or transformers?

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Nov 24, 2022
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MixBin: Towards Budgeted Binarization

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Nov 12, 2022
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UltraMNIST Classification: A Benchmark to Train CNNs for Very Large Images

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Jun 25, 2022
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Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning

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Jun 03, 2022
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Implicit Equivariance in Convolutional Networks

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Nov 28, 2021
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Livestock Monitoring with Transformer

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Nov 02, 2021
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