Judy Hoffman

Judy Hoffman

Georgia Institute of Technology

H-index: 44

North America-United States

About Judy Hoffman

Judy Hoffman, With an exceptional h-index of 44 and a recent h-index of 43 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Artificial Intelligence, Computer Vision, Deep Learning, Machine Learning.

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

3-D Cloud Masking Across a Broad Swath using Multi-angle Polarimetry and Deep Learning

Battle of the backbones: A large-scale comparison of pretrained models across computer vision tasks

Lance: Stress-testing visual models by generating language-guided counterfactual images

We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline

Window Attention is Bugged: How not to Interpolate Position Embeddings

Facts: First amplify correlations and then slice to discover bias

Synthetic-to-real domain adaptation for action recognition: A dataset and baseline performances

Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries

Judy Hoffman Information

University

Position

Assistant Professor

Citations(all)

26983

Citations(since 2020)

21256

Cited By

14062

hIndex(all)

44

hIndex(since 2020)

43

i10Index(all)

64

i10Index(since 2020)

61

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Judy Hoffman Skills & Research Interests

Artificial Intelligence

Computer Vision

Deep Learning

Machine Learning

Top articles of Judy Hoffman

Title

Journal

Author(s)

Publication Date

3-D Cloud Masking Across a Broad Swath using Multi-angle Polarimetry and Deep Learning

EGUsphere

Sean R Foley

Kirk D Knobelspiesse

Andrew M Sayer

Meng Gao

James Hays

...

2024/1/19

Battle of the backbones: A large-scale comparison of pretrained models across computer vision tasks

Advances in Neural Information Processing Systems

Micah Goldblum

Hossein Souri

Renkun Ni

Manli Shu

Viraj Prabhu

...

2024/2/13

Lance: Stress-testing visual models by generating language-guided counterfactual images

Advances in Neural Information Processing Systems

Viraj Prabhu

Sriram Yenamandra

Prithvijit Chattopadhyay

Judy Hoffman

2024/2/13

We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline

arXiv preprint arXiv:2402.00868

Simar Kareer

Vivek Vijaykumar

Harsh Maheshwari

Prithvijit Chattopadhyay

Judy Hoffman

...

2024/2/1

Window Attention is Bugged: How not to Interpolate Position Embeddings

arXiv preprint arXiv:2311.05613

Daniel Bolya

Chaitanya Ryali

Judy Hoffman

Christoph Feichtenhofer

2023/11/9

Facts: First amplify correlations and then slice to discover bias

Sriram Yenamandra

Pratik Ramesh

Viraj Prabhu

Judy Hoffman

2023

Synthetic-to-real domain adaptation for action recognition: A dataset and baseline performances

Arun V Reddy

Ketul Shah

William Paul

Rohita Mocharla

Judy Hoffman

...

2023/5/29

Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries

Haekyu Park

Seongmin Lee

Benjamin Hoover

Austin P Wright

Omar Shaikh

...

2023/10/21

Benchmarking low-shot robustness to natural distribution shifts

Aaditya Singh

Kartik Sarangmath

Prithvijit Chattopadhyay

Judy Hoffman

2023

Zipit! merging models from different tasks without training

arXiv preprint arXiv:2305.03053

George Stoica

Daniel Bolya

Jakob Bjorner

Taylor Hearn

Judy Hoffman

2023/5/4

ZipIt!: Multitask Model Merging without Training

George Stoica

Daniel Bolya

Jakob Brandt Bjorner

Pratik Ramesh

Taylor Hearn

...

2023/12/18

Memory in plain sight: A survey of the uncanny resemblances between diffusion models and associative memories

arXiv preprint arXiv:2309.16750

Benjamin Hoover

Hendrik Strobelt

Dmitry Krotov

Judy Hoffman

Zsolt Kira

...

2023/9/28

Token merging for fast stable diffusion

Daniel Bolya

Judy Hoffman

2023

Bridging the sim2real gap with care: Supervised detection adaptation with conditional alignment and reweighting

arXiv preprint arXiv:2302.04832

Viraj Prabhu

David Acuna

Andrew Liao

Rafid Mahmood

Marc T Law

...

2023/2/9

SkyScenes: A Synthetic Dataset for Aerial Scene Understanding

arXiv preprint arXiv:2312.06719

Sahil Khose

Anisha Pal

Aayushi Agarwal

Judy Hoffman

Prithvijit Chattopadhyay

2023/12/11

Hiera: A hierarchical vision transformer without the bells-and-whistles

ICML

Chaitanya Ryali

Yuan-Ting Hu

Daniel Bolya

Chen Wei

Haoqi Fan

...

2023

Pasta: Proportional amplitude spectrum training augmentation for syn-to-real domain generalization

Prithvijit Chattopadhyay

Kartik Sarangmath

Vivek Vijaykumar

Judy Hoffman

2023

Mitigating bias in visual transformers via targeted alignment

arXiv preprint arXiv:2302.04358

Sruthi Sudhakar

Viraj Prabhu

Arvindkumar Krishnakumar

Judy Hoffman

2023/2/8

AUGCAL: Improving Sim2Rreal Adaptation by Uncertainty Calibration on Augmented Synthetic Images

arXiv preprint arXiv:2312.06106

Prithvijit Chattopadhyay

Bharat Goyal

Boglarka Ecsedi

Viraj Prabhu

Judy Hoffman

2023/12/11

Leveraging synthetic data for robust gesture recognition

Kapil Katyal

Rama Chellappa

Ketul Shah

Arun Reddy

Judy Hoffman

...

2023/6/13

See List of Professors in Judy Hoffman University(Georgia Institute of Technology)

Co-Authors

H-index: 161
Trevor Darrell

Trevor Darrell

University of California, Berkeley

H-index: 144
Li Fei-Fei

Li Fei-Fei

Stanford University

H-index: 81
Kate Saenko

Kate Saenko

Boston University

H-index: 50
Jun-Yan Zhu

Jun-Yan Zhu

Carnegie Mellon University

H-index: 46
Phillip Isola

Phillip Isola

Massachusetts Institute of Technology

H-index: 34
Saurabh Gupta

Saurabh Gupta

University of Illinois at Urbana-Champaign

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