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07/31/2023
Bridging the Gap: Exploring the Capabilities of Bridge-Architectures for Complex Visual Reasoning Tasks
In recent times there has been a surge of multi-modal architectures base...
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03/13/2023
Model-tuning Via Prompts Makes NLP Models Adversarially Robust
In recent years, NLP practitioners have converged on the following pract...
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03/01/2021
Domain Generalization via Inference-time Label-Preserving Target Projections
Generalization of machine learning models trained on a set of source dom...
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10/30/2020
Centralized active tracking of a Markov chain with unknown dynamics
In this paper, selection of an active sensor subset for tracking a discr...
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10/24/2020
Learning Contextualized Knowledge Structures for Commonsense Reasoning
Recently, neural-symbolic architectures have achieved success on commons...
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10/24/2020
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation
Symbolic knowledge (e.g., entities, relations, and facts in a knowledge ...
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07/28/2020