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Arpit Bansal
PhD student, University of Maryland, College Park
Joined
September 2020
Names
Arpit Bansal
(Preferred)
,
Arpit Amit Bansal
Emails
****@umd.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
PhD student
University of Maryland, College Park
(umd.edu)
2020
–
Present
Undergrad student
Indian Institute of Technology Kharagpur
(iitkgp.ac.in)
2014
–
2019
MS student
Indian Institute of Technology Kharagpur
(iitkgp.ac.in)
2014
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Tom Goldstein
2021
–
2025
Expertise
Deep Learning
,
Generative AI
,
Diffusion models
,
Image Editing
,
Image Reasoning
2021
–
2025
Publications
Just How Flexible are Neural Networks in Practice?
Ravid Shwartz-Ziv
,
Micah Goldblum
,
Arpit Bansal
,
C. Bayan Bruss
,
Yann LeCun
,
Andrew Gordon Wilson
Submitted to ICLR 2025
Readers:
Everyone
Gradient-based Optimization of Dataset Mixtures
Hong-Min Chu
,
Dayal Singh Kalra
,
Arpit Bansal
,
John Kirchenbauer
,
Jonas Geiping
,
Tom Goldstein
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Transformers Can Do Arithmetic with the Right Embeddings
Sean Michael McLeish
,
Arpit Bansal
,
Alex Stein
,
Neel Jain
,
John Kirchenbauer
,
Brian R. Bartoldson
,
Bhavya Kailkhura
,
Abhinav Bhatele
,
Jonas Geiping
,
Avi Schwarzschild
,
Tom Goldstein
MATH-AI 24
Readers:
Everyone
Transformers Can Do Arithmetic with the Right Embeddings
Sean Michael McLeish
,
Arpit Bansal
,
Alex Stein
,
Neel Jain
,
John Kirchenbauer
,
Brian R. Bartoldson
,
Bhavya Kailkhura
,
Abhinav Bhatele
,
Jonas Geiping
,
Avi Schwarzschild
,
Tom Goldstein
ICML 2024 Workshop on LLMs and Cognition Poster
Readers:
Everyone
Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion
Hossein Souri
,
Arpit Bansal
,
Hamid Kazemi
,
Liam H Fowl
,
Aniruddha Saha
,
Jonas Geiping
,
Andrew Gordon Wilson
,
Rama Chellappa
,
Tom Goldstein
,
Micah Goldblum
NextGenAISafety 2024 Oral
Readers:
Everyone
Transformers Can Do Arithmetic with the Right Embeddings
Sean Michael McLeish
,
Arpit Bansal
,
Alex Stein
,
Neel Jain
,
John Kirchenbauer
,
Brian R. Bartoldson
,
Bhavya Kailkhura
,
Abhinav Bhatele
,
Jonas Geiping
,
Avi Schwarzschild
,
Tom Goldstein
NeurIPS 2024 poster
Readers:
Everyone
Algorithm Design for Learned Algorithms
Avi Schwarzschild
,
Sean Michael McLeish
,
Arpit Bansal
,
Gabriel Diaz
,
Alex Stein
,
Aakash Chandnani
,
Aniruddha Saha
,
Richard Baraniuk
,
Long Tran-Thanh
,
Jonas Geiping
,
Tom Goldstein
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
Universal Guidance for Diffusion Models
Arpit Bansal
,
Hong-Min Chu
,
Avi Schwarzschild
,
Roni Sengupta
,
Micah Goldblum
,
Jonas Geiping
,
Tom Goldstein
ICLR 2024 poster
Readers:
Everyone
Just How Flexible are Neural Networks in Practice?
Ravid Shwartz-Ziv
,
Micah Goldblum
,
Arpit Bansal
,
C. Bayan Bruss
,
Yann LeCun
,
Andrew Gordon Wilson
Submitted to ICLR 2024
Readers:
Everyone
Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise
Arpit Bansal
,
Eitan Borgnia
,
Hong-Min Chu
,
Jie S. Li
,
Hamid Kazemi
,
Furong Huang
,
Micah Goldblum
,
Jonas Geiping
,
Tom Goldstein
NeurIPS 2023 poster
Readers:
Everyone
View all 41 publications
Co-Authors
Aakash Chandnani
Aashwin Vats
Abhinav Bhatele
Akshita Jain
Alex Stein
Andrew Gordon Wilson
Aniruddha Saha
Arjun Gupta
Avi Schwarzschild
Bhavya Kailkhura
Brian R. Bartoldson
C. Bayan Bruss
Curtis Wigington
David Yu Miller
Dayal Singh Kalra
Eitan Borgnia
Furong Huang
Gabriel Diaz
Gowthami Somepalli
Hamid Kazemi
Hong-Min Chu
Hossein Souri
Ishwarkumar Teggi
Jie S. Li
Jiri Prinosil
View all 61 co-authors