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Yash Sharma

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Nonparametric Partial Disentanglement via Mechanism Sparsity: Sparse Actions, Interventions and Sparse Temporal Dependencies

Jan 10, 2024
Sébastien Lachapelle, Pau Rodríguez López, Yash Sharma, Katie Everett, Rémi Le Priol, Alexandre Lacoste, Simon Lacoste-Julien

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Towards Accurate Differential Diagnosis with Large Language Models

Nov 30, 2023
Daniel McDuff, Mike Schaekermann, Tao Tu, Anil Palepu, Amy Wang, Jake Garrison, Karan Singhal, Yash Sharma, Shekoofeh Azizi, Kavita Kulkarni, Le Hou, Yong Cheng, Yun Liu, S Sara Mahdavi, Sushant Prakash, Anupam Pathak, Christopher Semturs, Shwetak Patel, Dale R Webster, Ewa Dominowska, Juraj Gottweis, Joelle Barral, Katherine Chou, Greg S Corrado, Yossi Matias, Jake Sunshine, Alan Karthikesalingam, Vivek Natarajan

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Attribute Diversity Determines the Systematicity Gap in VQA

Nov 15, 2023
Ian Berlot-Attwell, A. Michael Carrell, Kumar Krishna Agrawal, Yash Sharma, Naomi Saphra

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The intersection of video capsule endoscopy and artificial intelligence: addressing unique challenges using machine learning

Aug 24, 2023
Shan Guleria, Benjamin Schwartz, Yash Sharma, Philip Fernandes, James Jablonski, Sodiq Adewole, Sanjana Srivastava, Fisher Rhoads, Michael Porter, Michelle Yeghyayan, Dylan Hyatt, Andrew Copland, Lubaina Ehsan, Donald Brown, Sana Syed

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Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-Thought

Jun 08, 2023
Huaxiaoyue Wang, Gonzalo Gonzalez-Pumariega, Yash Sharma, Sanjiban Choudhury

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Provably Learning Object-Centric Representations

May 23, 2023
Jack Brady, Roland S. Zimmermann, Yash Sharma, Bernhard Schölkopf, Julius von Kügelgen, Wieland Brendel

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How Adversarial Robustness Transfers from Pre-training to Downstream Tasks

Aug 07, 2022
Laura Fee Nern, Yash Sharma

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Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images

Jul 29, 2022
Nazanin Moradinasab, Yash Sharma, Laura S. Shankman, Gary K. Owens, Donald E. Brown

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Pixel-level Correspondence for Self-Supervised Learning from Video

Jul 08, 2022
Yash Sharma, Yi Zhu, Chris Russell, Thomas Brox

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