Multimodal Vision Research Lab @ WashU @multimodal_lab

computer vision, remote sensing, and medical imaging @WashUengineers mvrl.cse.wustl.edu St Louis, MO Joined December 2020

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Hannah Kerner @hannah_kerner

11 months ago

I'm so excited to finally introduce Fields of The World (FTW!) - the largest & most diverse ML dataset for field instance segmentation in satellite images. FTW has >70k samples from 24 countries (4 continents), with semantic & instance labels + Sentinel-2 RGB-NIR from 2 dates. 🧵

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Nathan Jacobs @jacobsn

a year ago

Thanks @EarthVisionWS for the recognition, especially after a couple of rounds of rejections at other venues! Congrats to the team: Aayush (sites.wustl.edu/aayush/), @Adeal_GIS, Subash (subash-khanal.github.io), Srikumar (sites.wustl.edu/srikumarsastry/) and @hannah_kerner!

EarthVision @EarthVisionWS

a year ago

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Multimodal Vision Research Lab @ WashU @multimodal_lab

2 years ago

Thanks to lab alumni @m_usmanrafique for sending us a care package of snacks for the @CVPR deadline push!

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Mike Wulder @mikewulder

2 years ago

📢Joining Sara Beery @sarameghanbeery and Diane Larlus @dlarlus in delivering keynotes at #EarthVision2023 as part of upcoming @CVPR! #EarthVision aim is to foster collaboration between the computer vision and Earth Observation communities. @EarthVisionWS grss-ieee.org/events/earthvi…

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Nathan Jacobs @jacobsn

2 years ago

Looking for an exciting postdoc position? Help us (@MDFrachetti @DavidBCarter12) combine satellite imagery and genomic + geospatial data to understand the interplay between natural environments, human mobility, and political borders. Apply here: apply.interfolio.com/124133

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Multimodal Vision Research Lab @ WashU @multimodal_lab

3 years ago

Congrats to Yu Zhang (yuzhang03.github.io) for successfully defending his Ph.D. thesis in Computer Science @ukyengineering! His research focused on unsupervised and semi-supervised domain adaptation across a range of computer vision tasks!

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Multimodal Vision Research Lab @ WashU @multimodal_lab

3 years ago

Congrats to @csgreenwell (connorgreenwell.com) for successfully defending his PhD thesis in Computer Science @ukyengineering! His research focused on image geo-localization with attention-based models. Next stop: @Kitware!

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M. Usman Rafique @m_usmanrafique

4 years ago

#CVPR2022 outcome: 1 paper accepted, 1 rejected. The review process is noisy but useful. Happy for the accepted paper and got some good pointers about the rejected one. Looking forward to @CVPR, hopefully in New Orleans 🙂 w/ @jacobsn and @multimodal_lab

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Nathan Jacobs @jacobsn

4 years ago

Our paper "Content-Based Detection of Temporal Metadata Manipulation" was accepted to the IEEE Trans. on Information Forensics and Security! Summary: Given an image and a geographic location, does this timestamp make sense? arxiv.org/abs/2103.04736 Lead author: @rafaspadilha

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M. Usman Rafique @m_usmanrafique

4 years ago

📢📢📢 New paper published at AGU "Earth and Space Science" Journal Automatic Segmentation of Sinkholes Using a Convolutional Neural Network w/ Dr. @jacobsn (@multimodal_lab) and Dr. J. Zhu from @KGSNews Paper: agupubs.onlinelibrary.wiley.com/doi/10.1029/20… Code: github.com/mvrl/sink-seg/

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Nathan Jacobs @jacobsn

4 years ago

I'm excited to announce I'll be joining the CS&E dept at Washington University in St. Louis in Fall 2022! It's been a great decade+ @UKCompSci (with a wonderfully supportive department). I'll be looking for new collaborators, postdocs, graduate students, housing, ... stay tuned!

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Nathan Jacobs @jacobsn

4 years ago

Dynamic Feature Alignment for Semi-supervised Domain Adaptation @BMVCconf why: we often have some labels in the target domain idea: align the target features to a set of dynamically updated class prototypes to avoid problems with class imbalances w/ Yu Zhang and @GB_Liang

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IWDSC @IWDSC2022

4 years ago

Live workshop on #IWDSC2021 @ICCV_2021 begins at 8 am EDT (12 pm GMT) today. Join us! Follow our insightful speakers (@jacobsn, @sarahookr,@georgiagkioxari,@jcniebles) and our panellists presenting their innovative works! iwdsc.github.io/program/

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Nathan Jacobs @jacobsn

4 years ago

Congrats to Hunter Blanton (hblanton.github.io) for successfully defending his Ph.D. thesis on improving blackbox camera pose estimation (e.g., PoseNet) by explicitly decomposing the internals to be geometry aware (arxiv.org/abs/2012.12360)!