Joel Dapello

Researcher, Institute of Computation, Altos Labs

Joined

December 2017

Names

Joel Dapello

Emails

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

****@mit.edu (Confirmed)

****@altoslabs.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Institute of Computation, Altos Labs (altoslabs.com)

2022 – Present

PhD student

Harvard University (harvard.edu)

2017 – 2022

Undergrad student

Hampshire College (hampshire.edu)

2011 – 2014

Advisors, Relations & Conflicts

Postdoc Advisor

Thore Graepel

2022 – Present

Postdoc Advisor

Simone Bianco

2022 – Present

PhD Advisor

James DiCarlo

2018 – Present

PhD Advisor

David Cox

2017 – Present

Expertise

Machine Learning

2017 – Present

Neuroscience

2011 – Present

Cellular and Molecular Biology

2011 – Present

Publications

scGeneScope: A Treatment-Matched Single Cell Imaging and Transcriptomics Dataset and Benchmark for Treatment Response Modeling
Joel Dapello, Marcel Nassar, Ridvan Eksi, Ban Wang, Jules Gagnon-Marchand, Kenneth T Gao, Akram Baharlouei, Kyra Thrush-Evensen, Nina Riehs, Amy F Peterson, Aniket Tolpadi, Abhejit Rajagopal, Henry E Miller, Ashley Mae Conard, David Alvarez-Melis, Rory Stark, Simone Bianco, Morgan Levine, Ava P Amini, Alex Xijie Lu et al. (4 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds
Michael Kuoch, Chi-Ning Chou, Nikhil Parthasarathy, Joel Dapello, James J. DiCarlo, Haim Sompolinsky, SueYeon Chung
- CPAL 2024 (Proceedings Track) Oral
- Readers: Everyone
Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial Robustness
Joel Dapello, Kohitij Kar, Martin Schrimpf, Robert Baldwin Geary, Michael Ferguson, David Daniel Cox, James J. DiCarlo
- Published: 01 Feb 2023, Last Modified: 01 Mar 2023
- ICLR 2023 notable top 5%
- Readers: Everyone
Adversarially trained neural representations are already as robust as biological neural representations
Chong Guo, Michael J. Lee, Guillaume Leclerc, Joel Dapello, Yug Rao, Aleksander Madry, James J. DiCarlo
- Published: 01 Jan 2022, Last Modified: 08 May 2023
- ICML 2022
- Readers: Everyone
Adversarially trained neural representations may already be as robust as corresponding biological neural representations
Chong Guo, Michael J. Lee, Guillaume Leclerc, Joel Dapello, Yug Rao, Aleksander Madry, James J. DiCarlo
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Combining Different V1 Brain Model Variants to Improve Robustness to Image Corruptions in CNNs
Avinash Baidya, Joel Dapello, James J. DiCarlo, Tiago Marques
- Published: 02 Nov 2021, Last Modified: 30 Dec 2025
- SVRHM 2021 Poster
- Readers: Everyone
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
Joel Dapello, Jenelle Feather, Hang Le, Tiago Marques, David Daniel Cox, Josh Mcdermott, James J. DiCarlo, SueYeon Chung
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
Joel Dapello, Jenelle Feather, Hang Le, Tiago Marques, David D. Cox, Josh H. McDermott, James J. DiCarlo, SueYeon Chung
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
Joel Dapello, Jenelle Feather, Hang Le, Tiago Marques, David D. Cox, Josh H. McDermott, James J. DiCarlo, SueYeon Chung
- 2021 (modified: 24 Apr 2023)
- NeurIPS 2021
- Readers: Everyone
Combining Different V1 Brain Model Variants to Improve Robustness to Image Corruptions in CNNs
Avinash Baidya, Joel Dapello, James J. DiCarlo, Tiago Marques
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone

View all 12 publications

Co-Authors

View all 52 co-authors