Sign In

Aman Shrivastava

Computer Science PhD student at the University of Virginia

Aman Shrivastava is a Computer Science PhD Candidate at the University of Virginia, currently advised by Prof. Tom Fletcher and previously by Prof. Vicente Ordóñez Román.4 He worked as a Research Scientist at the University of Virginia from 2019 to 2020, where he focused on building machine learning frameworks for understanding and assisted diagnosis of gastrointestinal diseases under the guidance of Dr. Sana Syed and Dr. Donald E. Brown.3

Shrivastava's academic background includes:

  • PhD in Computer Science (ongoing) at the University of Virginia (2020-present)2
  • MS in Data Science from the University of Virginia (2018-2019)3
  • B.Tech in Mechanical Engineering from the Indian Institute of Technology, Roorkee (2013-2017)3

His research interests primarily lie in computer vision, deep learning, and their applications in healthcare.1 Some of his notable works include:

  1. NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models (MICCAI 2023)1
  2. CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations (AISTATS 2023)1
  3. Self-attentive adversarial stain normalization (International Conference on Pattern Recognition, 2021)1

Shrivastava has also gained industry experience through internships at Adobe Research (2023) and Salesforce Research (2022), where he worked on large language and vision models, and conditional generative diffusion models for image synthesis, respectively.3

Highlights

‪Aman Shrivastava‬ - ‪Google Scholar‬
Jan 1 · openreview.net
Aman Shrivastava | OpenReview

Related Questions

What are some of Aman Shrivastava's most notable research contributions?
How does Aman Shrivastava's work in computer vision impact healthcare?
What projects is Aman Shrivastava currently working on at the University of Virginia?
Can you provide more details about Aman Shrivastava's framework for end-to-end multi-instance learning?
How has Aman Shrivastava's research been cited by other scholars?
Aman Shrivastava
Aman Shrivastava, photo 1
Aman Shrivastava, photo 2
Add to my network

Location

Charlottesville, Virginia Area