Joanna Materzynska

Researcher, CS, Facebook

Joined

July 2019

Names

Joanna Materzynska

Emails

****@mit.edu (Confirmed)

****@gmail.com (Confirmed)

****@meta.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

CS, Facebook (meta.com)

2025 – Present

PhD student

EECS, Massachusetts Institute of Technology (mit.edu)

2020 – 2025

MS student

CS, Department of Computer Science, University of Oxford (cs.ox.ac.uk)

2018 – 2019

Advisors, Relations & Conflicts

Coauthor

Trevor Darrell

Present

Coauthor

David Bau

Present

Coauthor

Xiaolong Wang

Present

Coauthor

Roei Herzig

Present

Social

Jonathon Luiten

Present

Coauthor

Manel Baradad

Present

Coauthor

Huijuan Xu

Present

Coauthor

Tete Xiao

Present

Coauthor

Wei-Chiu Ma

Present

Coauthor

Rohit Gandikota

2021 – Present

PhD Advisor

Antonio Torralba

2022 – 2025

Expertise

Interpretability

2020 – 2022

Image synthesis

2020 – 2022

Video understanding

2016 – 2022

Publications

Opt-In Art: Learning Art Styles Only from Few Examples
Hui Ren, Joanna Materzynska, Rohit Gandikota, Giannis Daras, David Bau, Antonio Torralba
- NeurIPS Creative AI Track 2025
- Readers: Everyone
Bridging the Data Provenance Gap Across Text, Speech, and Video
Shayne Longpre, Nikhil Singh, Manuel Cherep, Kushagra Tiwary, Joanna Materzynska, William Brannon, Robert Mahari, Naana Obeng-Marnu, Manan Dey, Mohammed Hamdy, Nayan Saxena, Ahmad Mustafa Anis, Emad A. Alghamdi, Vu Minh Chien, Da Yin, Kun Qian, Yizhi LI, Minnie Liang, An Dinh, Shrestha Mohanty et al. (23 additional authors not shown)
- ICLR 2025 Poster
- Readers: Everyone
Art-Free Generative Models: Exploring Art Creation Without Prior Artistic Knowledge
Hui Ren, Joanna Materzynska, Rohit Gandikota, David Bau, Antonio Torralba
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Consent in Crisis: The Rapid Decline of the AI Data Commons
Shayne Longpre, Robert Mahari, Ariel N. Lee, Campbell S. Lund, Hamidah Oderinwale, William Brannon, Nayan Saxena, Naana Obeng-Marnu, Tobin South, Cole J Hunter, Kevin Klyman, Christopher Klamm, Hailey Schoelkopf, Nikhil Singh, Manuel Cherep, Ahmad Mustafa Anis, An Dinh, Caroline Shamiso Chitongo, Da Yin, Damien Sileo et al. (29 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
FIND: A Function Description Benchmark for Evaluating Interpretability Methods
Sarah Schwettmann, Tamar Rott Shaham, Joanna Materzynska, Neil Chowdhury, Shuang Li, Jacob Andreas, David Bau, Antonio Torralba
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Disentangling visual and written concepts in CLIP
Joanna Materzynska, Antonio Torralba, David Bau
- 09 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Something-Else: Compositional Action Recognition With Spatial-Temporal Interaction Networks
Joanna Materzynska, Tete Xiao, Roei Herzig, Huijuan Xu, Xiaolong Wang, Trevor Darrell
- 2020 (modified: 02 Oct 2023)
- CVPR 2020
- Readers: Everyone
The Jester Dataset: A Large-Scale Video Dataset of Human Gestures
Joanna Materzynska, Guillaume Berger, Ingo Bax, Roland Memisevic
- 2019 (modified: 17 May 2023)
- ICCV Workshops 2019
- Readers: Everyone
The "Something Something" Video Database for Learning and Evaluating Visual Common Sense
Raghav Goyal, Samira Ebrahimi Kahou, Vincent Michalski, Joanna Materzynska, Susanne Westphal, Heuna Kim, Valentin Haenel, Ingo Fründ, Peter Yianilos, Moritz Mueller-Freitag, Florian Hoppe, Christian Thurau, Ingo Bax, Roland Memisevic
- 2017 (modified: 10 Nov 2022)
- ICCV 2017
- Readers: Everyone
The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes
Germán Ros, Laura Sellart, Joanna Materzynska, David Vázquez, Antonio M. López
- 2016 (modified: 10 Nov 2022)
- CVPR 2016
- Readers: Everyone

Co-Authors

View all 81 co-authors