I am a fourth-year PhD student at Columbia University advised by Carl Vondrick. The core of machine learning often involves humans instructing machines with existing knowledge. My focus is on advancing machine learning methods that can impart novel insights back to humans. My research interests span interpretability and discovery across multi-modal domains such as vision, muscle activity, and audio.

I previously graduated from the University of Pennsylvania advised by Jianbo Shi, with a BA in Computer Science, and minors in Math, Computational Neuroscience, and Systems Eng. In my free time I like to read in parks (my GoodReads), dance, play piano, and sometimes, scuba dive.

News

  • July 2024: Paper accepted to ECCV 2024!
  • April 2024: Gave talks about Evolving Interpretable Visual Classifiers at Caltech, Berkeley, Stanford and UPenn! Talk link is here.
  • Oct 2023: Quo Vadis, Computer Vision? Workshop at ICCV 2023
  • Jul 2023: Paper accepted to ICCV 2023!
  • Sep 2022: Paper accepted to Neurips 2022!
  • May 2022: Our research is reported on in Science and LeMonde

Research

  • Evolving Interpretable Visual Classifiers with Large Language Models Mia Chiquier, Utkarsh Mall, Carl Vondrick
    PaperProject Page
    ECCV 2024
  • Muscles in Action Mia Chiquier, Carl Vondrick
    PaperProject PageTalk (5 min)
    ICCV 2023
  • Multiparty Perception for Navigation Hui Lu, Mia Chiquier, Carl Vondrick
    PaperProject Page
    Neurips 2022
  • Real-Time Neural Voice Camouflage Mia Chiquier, Chengzhi Mao, Carl Vondrick
    PaperProject PageScience.orgTalk (12 min)
    ICLR 2022 (Oral,Top 1.6%)
  • The Boombox: Visual Reconstruction from Acoustic Vibrations Boyuan Chen, Mia Chiquier, Hod Lipson, Carl Vondrick
    PaperProject Page
    CoRL 2021
  • Adversarial Attacks are Reversible with Natural Supervision Chengzhi Mao, Mia Chiquier, Hao Wang, Junfeng Yang, Carl Vondrick
    Paper
    ICCV 2021

Teaching/Service

Courses
Advanced Computer Vision (COMS 4731, Summer 2021)
Head Teaching Assistant
Columbia University
Dynamical Systems (ESE 210, Fall 2019)
Head Teaching Assistant
University of Pennsylvania
Service
Organizer: Quo Vadis, Computer Vision? Workshop (ICCV 2023)
Workshop Organizer
ICCV 2023
Reviewer
ICCV 2021, CVPR 2022
Columbia University
BEARS Mentorship (Spring 2021, Spring 2022)
Undergraduate Mentor
Barnard College
Organizer: Learning from Unlabeled Video Workshop (CVPR 2021)
Workshop Organizer
CVPR 2023