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Ashwin Srinivasan

IKD+: Reliable Low Complexity Deep Models For Retinopathy Classification

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Mar 04, 2023
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Domain-Specific Pretraining Improves Confidence in Whole Slide Image Classification

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Feb 20, 2023
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A Protocol for Intelligible Interaction Between Agents That Learn and Explain

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Jan 04, 2023
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Neural Feature-Adaptation for Symbolic Predictions Using Pre-Training and Semantic Loss

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Nov 29, 2022
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Knowledge-based Analogical Reasoning in Neuro-symbolic Latent Spaces

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Sep 19, 2022
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Composition of Relational Features with an Application to Explaining Black-Box Predictors

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Jun 01, 2022
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One-way Explainability Isn't The Message

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May 05, 2022
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Solving Visual Analogies Using Neural Algorithmic Reasoning

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Nov 19, 2021
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Using Program Synthesis and Inductive Logic Programming to solve Bongard Problems

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Oct 19, 2021
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Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations

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Oct 14, 2021
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