Publications

SLICE-100K: A Multimodal Dataset for Extrusion-based 3D Printing
Anushrut Jignasu*, Kelly O. Marshall*, Ankush Kumar Mishra, Lucas Nerone Rillo, Baskar Ganapathysubramanian, Aditya Balu, Chinmay Hegde, Adarsh Krishnamurthy
Neural Information Processing Systems. December 2024. paper

BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity
Chih-Hsuan Yang, Benjamin Feuer, Talukder Zaki Jubery, Zi K. Deng, Andre Nakkab, Md Zahid Hasan, Shivani Chiranjeevi, Kelly O. Marshall, Nirmal Baishnab, Asheesh K Singh, Arti Singh, Soumik Sarkar, Nirav Merchant, Chinmay Hegde, Baskar Ganapathysubramanian
Neural Information Processing Systems. December 2024. paper

AI-assisted Tagging of Deepfake Audio Calls using Challenge-Response
Govind Mittal, Arthur Jakobsson, Kelly O. Marshall, Chinmay Hegde, Nasir Memon Preprint. March 2024. Paper

Towards Foundational AI Models for Additive Manufacturing: Language Models for G-Code Debugging, Manipulation, and Comprehension
Anushrut Jignasu, Kelly Marshall, Baskar Ganapathysubramanian, Aditya Balu, Chinmay Hegde, Adarsh Krishnamurthy
Preprint, August 2023. Paper

Circumventing Concept Erasure Methods For Text-to-Image Models
Minh Pham, Kelly O. Marshall, Chinmay Hegde
International Conference on Learning Representations. August 2023. Paper Project Website

ZeroForge: Feedforward Text-to-Shape Without 3D Supervision
Kelly O. Marshall, Minh Pham, Ameya Joshi, Anushrut Jignasu, Aditya Balu, Adarsh Krishnamurthy, Chinmay Hegde
Preprint. June 2023. Paper Code Website

Differentiable Design with Dynamic Programming
Kelly O Marshall, Minsu Cho, Chinmay Hegde
AAAI 2022 Workshop on AI for Design and Manufacturing (ADAM). Feb 2022. Paper