Spandan Madan

Joined

September 2020

Names

Spandan Madan (Preferred)

Emails

****@g.harvard.edu (Confirmed)

****@seas.harvard.edu (Confirmed)

****@engramme.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Harvard University (harvard.edu)

2019 – 2024

MS student

Harvard University (harvard.edu)

2016 – 2018

Undergrad student

Indian Institute of Technology Delhi (iitd.ac.in)

2010 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Gabriel Kreiman

2020 – Present

Coauthor

Xavier Boix Bosch

2019 – Present

PhD Advisor

Hanspeter Pfister

2016 – Present

Coauthor

Fredo Durand

2016 – Present

Expertise

Computer Vision

Present

Deep Learning

Present

Computational Neuroscience

Present

Publications

Emergent Neural Network Mechanisms for Generalization to Objects in Novel Orientations
Avi Cooper, Daniel Harari, Tomotake Sasaki, Spandan Madan, Hanspeter Pfister, Pawan Sinha, Xavier Boix
- Accepted by TMLR
- Readers: Everyone
Improving out-of-distribution generalization by mimicking the human visual diet.
Spandan Madan, You Li, Mengmi Zhang, Hanspeter Pfister, Gabriel Kreiman
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
In-distribution adversarial attacks on object recognition models using gradient-free search.
Spandan Madan, Tomotake Sasaki, Hanspeter Pfister, Tzu-Mao Li, Xavier Boix
- Accepted by TMLR
- Readers: Everyone
Improving out-of-distribution generalization by mimicking the human visual diet.
Spandan Madan, You Li, Mengmi Zhang, Hanspeter Pfister, Gabriel Kreiman
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
In-distribution adversarial attacks on object recognition models using gradient-free search.
Spandan Madan, Tomotake Sasaki, Tzu-Mao Li, Hanspeter Pfister, Xavier Boix
- AdvML-Frontiers 2024
- Readers: Everyone
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
Spandan Madan, Will Xiao, Mingran Cao, Hanspeter Pfister, Margaret Livingstone, Gabriel Kreiman
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Three approaches to facilitate invariant neurons and generalization to out-of-distribution orientations and illuminations
Akira Sakai, Taro Sunagawa, Spandan Madan, Kanata Suzuki, Takashi Katoh, Hiromichi Kobashi, Hanspeter Pfister, Pawan Sinha, Xavier Boix, Tomotake Sasaki
- 2022 (modified: 18 Nov 2022)
- Neural Networks 2022
- Readers: Everyone
When and how convolutional neural networks generalize to out-of-distribution category-viewpoint combinations
Spandan Madan, Timothy Henry, Jamell Dozier, Helen Ho, Nishchal Bhandari, Tomotake Sasaki, Frédo Durand, Hanspeter Pfister, Xavier Boix
- 2022 (modified: 18 Nov 2022)
- Nat. Mach. Intell. 2022
- Readers: Everyone
What makes domain generalization hard?
Spandan Madan, Li You, Mengmi Zhang, Hanspeter Pfister, Gabriel Kreiman
- 2022 (modified: 18 Nov 2022)
- CoRR 2022
- Readers: Everyone
When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes
Philipp Bomatter, Mengmi Zhang, Dimitar Karev, Spandan Madan, Claire Tseng, Gabriel Kreiman
- 2021 (modified: 18 Nov 2022)
- ICCV 2021
- Readers: Everyone

View all 13 publications

Co-Authors

View all 29 co-authors