Alex Andonian

Alex Andonian

Massachusetts Institute of Technology

H-index: 15

North America-United States

About Alex Andonian

Alex Andonian, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of machine learning, computational neuroscience, computer vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

Three ways to improve feature alignment for open vocabulary detection

Mass-editing memory in a transformer

Deepfake Caricatures: Amplifying attention to artifacts increases deepfake detection by humans and machines

Robust cross-modal representation learning with progressive self-distillation

Locating and editing factual associations in GPT

The algonauts project 2021 challenge: How the human brain makes sense of a world in motion

Paint by word

VA-RED: Video Adaptive Redundancy Reduction

Alex Andonian Information

University

Position

PhD Student in EECS

Citations(all)

3037

Citations(since 2020)

2951

Cited By

791

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

16

i10Index(since 2020)

16

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Alex Andonian Skills & Research Interests

machine learning

computational neuroscience

computer vision

Top articles of Alex Andonian

Title

Journal

Author(s)

Publication Date

Three ways to improve feature alignment for open vocabulary detection

arXiv preprint arXiv:2303.13518

Relja Arandjelović

Alex Andonian

Arthur Mensch

Olivier J Hénaff

Jean-Baptiste Alayrac

...

2023/3/23

Mass-editing memory in a transformer

The Eleventh International Conference on Learning Representations (ICLR 2022)

Kevin Meng

Arnab Sen Sharma

Alex Andonian

Yonatan Belinkov

David Bau

2022/10/13

Deepfake Caricatures: Amplifying attention to artifacts increases deepfake detection by humans and machines

arXiv preprint arXiv:2206.00535

Camilo Fosco

Emilie Josephs

Alex Andonian

Allen Lee

Xi Wang

...

2022/6/1

Robust cross-modal representation learning with progressive self-distillation

Alex Andonian

Shixing Chen

Raffay Hamid

2022

Locating and editing factual associations in GPT

Advances in Neural Information Processing Systems

Kevin Meng

David Bau

Alex Andonian

Yonatan Belinkov

2022/12/6

The algonauts project 2021 challenge: How the human brain makes sense of a world in motion

arXiv preprint arXiv:2104.13714

Radoslaw Martin Cichy

Kshitij Dwivedi

Benjamin Lahner

Alex Lascelles

Polina Iamshchinina

...

2021/4/28

Paint by word

arXiv e-prints

David Bau

Alex Andonian

Audrey Cui

YeonHwan Park

Ali Jahanian

...

2021/3

VA-RED: Video Adaptive Redundancy Reduction

arXiv preprint arXiv:2102.07887

Bowen Pan

Rameswar Panda

Camilo Fosco

Chung-Ching Lin

Alex Andonian

...

2021/2/15

Contrastive feature loss for image prediction

Alex Andonian

Taesung Park

Bryan Russell

Phillip Isola

Jun-Yan Zhu

...

2021

Multi-moments in time: Learning and interpreting models for multi-action video understanding

IEEE Transactions on Pattern Analysis and Machine Intelligence

Mathew Monfort

Bowen Pan

Kandan Ramakrishnan

Alex Andonian

Barry A McNamara

...

2021/11/9

2020 Index IEEE Transactions on Pattern Analysis and Machine Intelligence Vol. 42

IEEE Transactions on Pattern Analysis and Machine Intelligence

A Aberdam

J Achterhold

JK Adams

E Adeli

S Agaian

...

2021/1

Generative adversarial networks unlock new methods for cognitive science

Lore Goetschalckx

Alex Andonian

Johan Wagemans

2021/9/1

Spatially organized genomic and physiological heterogeneity of the olfactory bulb mitral cell layer

bioRxiv

Daniel Paseltiner

Henry Loeffler

Alex Andonian

Abigail Leberman

Travis J Gould

...

2020/1/14

We have so much in common: Modeling semantic relational set abstractions in videos

Alex Andonian

Camilo Fosco

Mathew Monfort

Allen Lee

Rogerio Feris

...

2020

Unsupervised learning from video with deep neural embeddings

Chengxu Zhuang

Tianwei She

Alex Andonian

Max Sobol Mark

Daniel Yamins

2020

Cross-view semantic segmentation for sensing surroundings

IEEE Robotics and Automation Letters

Bowen Pan

Jiankai Sun

Ho Yin Tiga Leung

Alex Andonian

Bolei Zhou

2020/6/23

See List of Professors in Alex Andonian University(Massachusetts Institute of Technology)

Co-Authors

H-index: 138
Antonio Torralba

Antonio Torralba

Massachusetts Institute of Technology

H-index: 81
Aude Oliva

Aude Oliva

Massachusetts Institute of Technology

H-index: 46
Phillip Isola

Phillip Isola

Massachusetts Institute of Technology

H-index: 43
Yonatan Belinkov

Yonatan Belinkov

Technion - Israel Institute of Technology

H-index: 38
David Bau

David Bau

Massachusetts Institute of Technology

H-index: 36
Carl Vondrick

Carl Vondrick

Columbia University in the City of New York

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