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Aditya Singh

Neural Control Barrier Functions from Physics Informed Neural Networks

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Apr 15, 2025
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Simple Unsupervised Knowledge Distillation With Space Similarity

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Sep 20, 2024
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FolkTalent: Enhancing Classification and Tagging of Indian Folk Paintings

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May 14, 2024
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AnoGAN for Tabular Data: A Novel Approach to Anomaly Detection

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May 05, 2024
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Imposing Exact Safety Specifications in Neural Reachable Tubes

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Mar 31, 2024
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Approximate Nullspace Augmented Finetuning for Robust Vision Transformers

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Mar 15, 2024
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A bi-objective $ε$-constrained framework for quality-cost optimization in language model ensembles

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Dec 26, 2023
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Understanding EEG signals for subject-wise Definition of Armoni Activities

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Jan 03, 2023
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Machine Learning Framework: Competitive Intelligence and Key Drivers Identification of Market Share Trends Among Healthcare Facilities

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Dec 12, 2022
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On the Dark Side of Calibration for Modern Neural Networks

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Jun 17, 2021
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