Gavin Mischler

PhD student, Columbia University

Joined

May 2023

Names

Gavin Mischler (Preferred)

Emails

****@columbia.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Columbia University (columbia.edu)

2020 – Present

Undergrad student

Johns Hopkins University (jhu.edu)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Nima Mesgarani

2020 – Present

Expertise

deep learning

neuroscience

auditory

acoustic

Present

Publications

AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and Thinking
Xilin Jiang, Qiaolin Wang, Junkai Wu, Xiaomin He, Zhongweiyang Xu, Yinghao Ma, Minshuo Piao, Kaiyi Yang, Xiuwen Zheng, Riki Shimizu, Yicong Chen, Arsalan Firoozi, Gavin Mischler, Sukru Samet Dindar, Richard Antonello, Linyang He, Tsun-An Hsieh, Xulin Fan, Yulun Wu, Yuesheng Ma et al. (13 additional authors not shown)
- MSLD 2026 Poster
- Readers: Everyone
Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement
Linyang He, Tianjun Zhong, Richard Antonello, Gavin Mischler, Micah Goldblum, Nima Mesgarani
- NeurReps 2025 Poster
- Readers: Everyone
Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement
Linyang He, Tianjun Zhong, Richard Antonello, Gavin Mischler, Micah Goldblum, Nima Mesgarani
- NeurIPS 2025 poster
- Readers: Everyone
Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG
Siavash Shams, Richard Antonello, Gavin Mischler, Stephan Bickel, Nima Mesgarani
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
Yinghao Aaron Li, Cong Han, Vinay S Raghavan, Gavin Mischler, Nima Mesgarani
- NeurIPS 2023 poster
- Readers: Everyone
Deep neural networks effectively model neural adaptation to changing background noise and suggest nonlinear noise filtering methods in auditory cortex
Gavin Mischler, Menoua Keshishian, Stephan Bickel, Ashesh D. Mehta, Nima Mesgarani
- Published: 01 Jan 2023, Last Modified: 10 May 2023
- NeuroImage 2023
- Readers: Everyone
mvlearn: Multiview Machine Learning in Python
Ronan Perry, Gavin Mischler, Richard Guo, Theo Lee, Alexander Chang, Arman Koul, Cameron Franz, Hugo Richard, Iain Carmichael, Pierre Ablin, Alexandre Gramfort, Joshua T. Vogelstein
- 2021 (modified: 28 Feb 2022)
- J. Mach. Learn. Res. 2021
- Readers: Everyone
A finite rate of innovation approach for the estimation of a stream of decaying exponentials
Benjamín Béjar, Gavin Mischler
- Published: 01 Jan 2020, Last Modified: 08 May 2023
- ACSSC 2020
- Readers: Everyone
mvlearn: Multiview Machine Learning in Python
Ronan Perry, Gavin Mischler, Richard Guo, Theo Lee, Alexander Chang, Arman Koul, Cameron Franz, Joshua T. Vogelstein
- Published: 01 Jan 2020, Last Modified: 10 May 2023
- CoRR 2020
- Readers: Everyone

Co-Authors

View all 51 co-authors