Scholar
Siddhartha Gairola
Google Scholar ID: 4tInxbgAAAAJ
PhD Student @ Max Planck Institute for Informatics, Saarland University & IST-Austria
Machine Learning
Artificial Intelligence
Image Processing
Computer Vision
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Homepage
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Citations & Impact
All-time
Citations
388
H-index
8
i10-index
8
Publications
15
Co-authors
21
list available
Contact
Email
sgairola@mpi-inf.mpg.de
CV
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Twitter
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GitHub
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Publications
2 items
DAVE: Distribution-aware Attribution via ViT Gradient Decomposition
2026
Cited
0
How to Probe: Simple Yet Effective Techniques for Improving Post-hoc Explanations
2025
Cited
0
Resume (English only)
Education
Completed Master's and B.Tech with Honours in May 2020 at IIIT Hyderabad
Advised by Prof. PJ Narayanan during Master's and undergraduate studies
Focused on learning robust unsupervised style representations for image recognition and retrieval tasks
Currently an ELLIS PhD Student co-advised by Prof. Bernt Schiele (Max Planck Institute for Informatics) and Prof. Francesco Locatello (ISTA)
PhD affiliation spans both the Max Planck Institute for Informatics and the Institute of Science and Technology Austria (ISTA)
Co-authors
21 total
Mohit Jain
Microsoft Research
Nipun Kwatra
Computer Science, Stanford University
Co-author 3
Co-author 4
Co-author 5
Balaji Krishnamurthy
Adobe Inc
Mayur Hemani
Adobe
Ayush Chopra
MIT
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