Xiaoxiang ZHU
@xiaoxiang_zhu
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Prof for AI and Data Science for Earth Observation @TU_muenchen , PI of @zhu_xlab and @ai4eo_de , co-director Munich Data Science Institute - opinions are my own
Munich, Bavaria
Joined July 2017
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Big News: we share the insights on global buildings from space today! Explore the unseen with
#GlobalOpenBuildingMap
! We close the information gap of >50% of buildings across the globe.
#AI4EO
#Sustainability
#RenewableEnergy
#SDGs
#urbanization
paper:
1
9
57
Looking for large scale
#hyperspectral
and
#multimodal
#remotesensing
data? Have a look at our newly curated
#MDAS
dataset. It consists of
#hyperspectral
,
#SAR
,
#multispectral
,
#DSM
and
#GIS
data, as well as high quality labels for
#HSI
#classification
and
#unmixing
.
7
45
198
Big News: We released the
#EarthNets
. It is a sophisticated platform empowering
#AI4EO
.
link to platform:
paper:
@IEEE_GRSS
@helmholtz_ai
@Ai4Eo
@ESA_EO
@MunichDS
@Zhu_XLab
@TU_Muenchen
@ed_tum
2
46
185
Interested in land use dynamics on the Earth's surface? Check our
#DynamicEarthNet
dataset -- daily, multi-spectral satellite observations of 75 AOIs across the globe with imagery from
#Planetscope
and
#Sentinels
, paired with high quality
#LULC
labels
#AI4EO
#CVPR
1
36
154
We are looking for four postdocs and senior scientists to work on
#AI4EO
for
#socialgood
@TU_Muenchen
@Zhu_XLab
@ai4eo_de
!
Please kindly RT
@IEEE_GRSS
@helmholtz_ai
@MunichDS
@ed_tum
@Ai4Eo
@jlbamber
@KochupillaiM
@MunichAerospace
1
49
126
AI4EO for good -- our recent work
@Zhu_XLab
@ai4eo_de
on
#global
urban local
#climate
zones classification by
#AI4EO
, which reveals the first time detailed
#morphology
of
#urban
agglomerations across the globe and quantifies a
#globalinequality
in population density.
1
29
124
With the
#DeepLearning
model we previously trained on a large scale dataset, building changes caused by the explosion in
#Beirut
, Libanon, can be directly detected from two
@planetlabs
imagery. It is a great example of
#AI4EO
for
#SocialGood
.
@Zhu_XLab
@ai4eo_de
4
34
111
Happy to receive the final approval of our
#ML4Earth
project to build up a national excellence center
@TU_Muenchen
on
#MachineLearning
for
#EarthObservation
towards a
#DigitalTwinEarth
starting from Jan 2022. A great add to our
#AI4EO
future lab
@ai4eo_de
.
7
13
112
Interested in
#ChangeDetection
in satellite time series data, but has no label? Check our recent work
@Zhu_XLab
@ai4eo_de
Spatial Context Awareness for
#Unsupervised
Change Detection in Optical Satellite Images by
@kondmann
@TokerAysim
@sudipansaha
@bschoelkopf
@lealtaixe
1
15
97
If you are interested in
#MachineLearning
in
#EarthSciences
and
#EarthObservation
, we might have a position for you
@Zhu_XLab
@ai4eo_de
:
3
39
93
Why, how and when
#xAI
in
#RemoteSensing
? as a follow-up action of our
#ML4Earth
workshop on
#xAI
, we have complied a symmetrical overview on the topic under the lead of my brilliant PhD students
@ObadicIvica
and Adrian, in collaboration with
@miguelangelft
@zeynepakata
#AI4EO
6
14
89
This week's highlight
@Zhu_XLab
: To promote an under-exploited research field, with a lot of efforts we finally finished the preprint "
#DeepLearning
meets
#SAR
"
@IEEE_GRSS
.
Pls kindly share:
@SARevangelist
@SistersofSAR
@RonnyHaensch
@sar_edu
Link:
2
39
88
The German environmental satellite
#EnMAP
acquires first images.
#EarthObservation
#Hyperspectral
# RemoteSensing
Read more here
@DLR_de
:
0
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88
wish for one
#EO
#FoundationModel
for all types of input data with different modalities
#SAR
#Optical
, with different # of bands or even for unseen sensors? Check our new
#NeuralPlasticity
Inspired model -
#DOFA
.
paper:
code:
2
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How can
#MachineLearning
, in particular
#TransferLearning
, support large scale mapping of
#UrbanPoverty
from Space?
Check our recent paper
@IEEE_GRSS
#JSTARS
:
Link to project
@Zhu_XLab
:
#AI4EO
#SocialGood
#SDG1
0
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70
Interested in hands on exploration of
#PhysicsAware
ML in
#AI4EO
? join our
#ML4Earth
hackathon organized by
@TU_Muenchen
@Zhu_XLab
@ai4eo_de
@helmholtz_ai
to have fun and win the prizes! About the event:
About ML4Earth:
0
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67
We are looking for one PostDoc and one PhD student working on
#UncertaintyQuantification
in
#DeepNeuralNetworks
for
#EarthObservation
and their impact on use cases related to
#ClimateScience
#SeaLevelBudget
Here an overview paper as background info:
4
28
68
Interested in
#ChangeDetection
? Don's miss out this year's
@CVPR
@EarthVisionWS
challenge -
#DynamicEarthNet
. Time series data from
@planetlabs
and
@ESA_EO
's sentinel-2. Hand labelled LULC changes, funded by
@DLR_de
@BMWi_Bund
2
22
69
Congratulations to
@HomaAnsari_
, whose paper on
#SAR
@IEEE_GRSS
#TGRS
won the DLR Science award
@dlr_de
of 2021!
Read more:
@SistersofSAR
#GoldenAgeOfSAR
#FunWithFringes
link to paper:
1
7
67
Interested in
#VQA
in
#RemoteSensing
? Zhanghang
@Zhu_XLab
proposed a self-paced curriculum learning-based VQA model to train networks with samples in an easy-to-hard way
Link to paper
@IEEE_GRSS
#TGRS
:
Link to codes:
#AI4EO
#NLP
1
19
66
How to make your model better transferrable across geographical regions?
Take a look at our recent paper
@Zhu_XLab
@ai4eo_de
led by Qingyu who proposed CrossGeoNet for
#buildingfootprint
extraction
link to paper:
0
9
64
Interested in multimodal and
#hyperspectral
#RemoteSensing
? check our
#MDAS
benchmark dataset
@Zhu_XLab
recently published with
@ESSD_journal
:
Data:
Code:
A collaboration with
@DLR_de
@GFZ_Potsdam
#AI4EO
0
14
64
Interested in training your own vision language foundation models
#VLM
in
#EarthObservation
? We curated
#ChatEarthNet
- a
#global
&
#highquality
dataset with paired satellite image, land cover map and the corresponding text description.
Link to paper:
2
12
64
Interested in self-supervised
#MultiSensor
#ChangeDetection
?
Check our recent work
@Zhu_XLab
@ai4eo_de
published in
@IEEE_GRSS
#TGRS
with
@sudipansaha
as the leading author.
#deepclustering
#contrastivelearning
#AI4EO
#SSL
Link to paper:
2
12
61
Interested in
#xAI
#RemoteSensing
and
#EarthObservation
? Join our
#ML4Earth
workshop. Click to register:
@ai4eo_de
@helmholtz_ai
@Zhu_XLab
@IEEE_GRSS
@MunichDS
1
22
59
We would be happy to host
#Urkaine
scientists who is working on
#AI4EO
in our future lab
@ai4eo_de
as beyond fellows (=funded stay of 3~6months). Please kindly spread the word. For interested individuals, please don’t hesitate to contact us ai4eo
@tum
.de
@IEEE_GRSS
@HIDAdigital
💙💛Please spread and share within your networks📢 We can offer "Beyond Fellowships" for
#remotesensing
,
#datascience
or
#machinelearning
scientists. Check for more information and contact details.
#StandWithUkraine
#UkraineRussianWar
#Ukrainianrefugees
0
8
22
2
26
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Quantification of
#uncertainty
in
#DeepLearning
is of crucial importance for real world problems. Check our recent article
@ai4eo_de
by
@gawlikowskij
@_Syd_Ali
@RibanaRoscher
+ a lot of colleagues
@DLR_de
@TU_Muenchen
to get an overview.
Link to paper:
3
14
54
Interested in detecting
#UrbanPoverty
with
#AI4EO
? Our new paper led by Thomas introduces a scalable method that is
#label
#Efficient
and
#Uncertainty
-aware. A close collaboration between
@DLR_de
and
@TU_Muenchen
code:
paper:
1
14
53
How could
#AI4EO
support environmentally
#sustainable
#urban
development?
Check our recent work led by Qingyu
@Zhu_XLab
@ai4eo_de
:
#SDGs
#Urbanization
#aerialphotography
#DeepLearning
0
7
49
#PopulationDensity
estimation from
#Space
? In our recent paper
@Zhu_XLab
led by Sugandha, we use
#opendata
to do so with
#explainable
#AI4EO
. The approach is
#scalable
!
#AI4Good
#SDGs
@ObadicIvica
@Wang_SAR
@ai4eo_de
paper:
code:
1
11
49
Interested in semantic segmentation, but has no annotation?
Check our recent paper
@Zhu_XLab
@ai4eo_de
led by
@sudipansaha
published in
@IEEE_GRSS
#TGRS
: 10.1109/TGRS.2022.3174651
code (coming soon):
#AI4EO
1
13
50
How significant would
#urbanization
impact urban tree coverage? Jianhua extracted
#UrbanTreeCoverage
of more than 800 cities in North America via
#AI4EO
, from which prevalent positive indirect effect of urbanization on UTC was revealed.
Link to our paper:
0
11
51
Join our workshop 👇 -- Tackling
#climatechange
with
#MachineLearning
at
#ICML2021
on July 23rd.
@ClimateChangeAI
Save the date! Our workshop, Tackling Climate Change with ML, is happening at
#ICML2021
(virtual) on July 23rd! 🌏🔥👩💻
Keynote speakers work at the intersection of
#ML
and
#ClimateChange
:
@solo_assefa
@DrKateMarvel
@shakir_za
and Draguna Vrabie
@PNNLab
1
37
79
1
19
49
Interested in
#multimodal
#RemoteSensing
?
Check our recent work
@Zhu_XLab
on Multimodal remote sensing
#benchmark
#datasets
for
#LandCover
classification with a shared and specific
#FeatureLearning
model.
Paper
@isprs
:
Datasets:
1
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Mapping Horizontal and Vertical
#UrbanDensification
in Denmark with
#Landsat
Time-series from 1985 to 2018.
#deeplearning
#AI4EO
#Urban
Check our collaboration work published in
@ElsevierConnect
's
#RSE
by THK Chen
@AarhusUni
:
Paper:
2
7
47
Today we kicked start the
#RePresent
project funded by
@esa
@ESA_EO
on non-supervised representation learning for
#Sentinels
- a close collaboration between
@DLR_de
@Zhu_XLab
@EPFL_en
#eceo
@e_geos
@VTTFinland
@devistuia
@blesa_ux
@sudipansaha
@MouLichao
@anja_rose
@MarcCoru
3
10
47
Interested in a new
#AI4EO
task - multi-scene classification in single aerial images?
We
@Zhu_XLab
@ai4eo_de
are sharing a large-scale benchmark, called
#MultiScene
, composed of 100,000 high-resolution aerial images. Stay tuned!
Link to paper:
1
10
46
Our Munich Data Science Institute
@TU_Muenchen
is opening a Full Professorship for Research
#DataManagement
. Please kindly spread the word! We welcome motivated colleagues to apply.
@helmholtz_ai
@HIDAdigital
@MunichDS
1
27
44
Can you imagine how the environment sound is, while seeing an aerial image?
Have a look at our
#SoundingEarth
Dataset.
#Self
-supervised
#Audiovisual
Representation
Learning for
#RemoteSensing
Data
@Zhu_XLab
@ai4eo_de
with
@koheidler
as the leading author
1
7
43
🚀 Perspectives on Earth and Climate Foundation Models! 🌍 Check out our new paper, "On the Foundations of Earth and Climate
#FoundationModels
," where we define 11 essential features to guide research towards the ideal FM.
👉 Read it here:
3
18
46
Can
#DeepLearning
based
#CloudRemoval
methods
#generalize
to a diverse set of observations acquired at variable cloud coverage or in different regions and seasons?
Try our model or test our open data
#SEN12MS
-CR.
Paper:
Data:
0
10
43
The following interesting
#benchmarks
@Zhu_XLab
@ai4eo_de
are about to come. please stay tuned!
#AI4EO
#3D
#LULC
#MultiScene
#VQA
#ChangeDetection
#RemoteSensing
1
12
43
Very proud of my PhD student Jakob
@gawlikowskij
@DLR_en
@Zhu_XLab
@TU_Muenchen
, who won the 3 min thesis competition
@IEEE_GRSS
@igarss
. His topic is
#datafusion
#uncertainty
#robustness
#deeplearning
#AI4EO
1
9
40
Semantic segmentaion with sparse scribbled annotation?
Check our recent work
@zhu_xlab
, in collaboration with Diego Marcos and
@devistuia
paper:
Data & code:
1
6
40
Congrats to Dr. Matthias Häberle
@mh_dlr
, who defended his PhD today. He worked on the fusion of
#tweet
and
#RemoteSensing
data for
#BuildingType
analysis, as part of
@ERC_Research
#So2Sat
. Mega thanks to
@devistuia
@KochupillaiM
and Martin Werner for serving in the committee.
0
5
40
Interested in
#PhysicsAware
#MachineLearning
#RemoteSensing
and
#EarthObservation
? Join our
#ML4Earth
workshop. Click to register:
@ai4eo_de
@helmholtz_ai
@Zhu_XLab
@IEEE_GRSS
@MunichDS
1
17
40
Our
#AI4EO
#FoodSecurity
#Challenge
has come to a fruitful end with our partners
@planet
,
@ESA_EO
,
@OurRadiantEarth
We are excited to showcase the top 4 solutions alongside our keynote speaker from
@NASA
HARVEST,
@hannah_kerner
!
@Zhu_XLab
@TU_Muenchen
@DLR_de
@ai4eo_de
2
7
40
Suffering from distributional shift, but has no prior knowledge on the label sets? Have a look at our recent paper
@Zhu_XLab
@ai4eo_de
on Universal
#DomainAdaptation
published with
@IEEE_GRSS
#TGRS
.
#AI4EO
Paper:
Code:
3
8
39
Congratulations to my PhD student Jingliang Hu (now Doctor Who ;-)) who defended his PhD today - From
#remotesensing
data to
#urban
patterns!
#datafusion
#MachineLearning
#sentinels
#TOPOLOGY
. It’s wired to be called “doctor mother” twice in a week — as if I just had twins 😂😂
0
6
39
We invite you to join the first
#AI4EO
International Future Lab Symposium
@TU_Muenchen
@ai4eo_de
.
The abstract submission is still open till September 23rd.
Pls RT
@IEEE_GRSS
@HIDAdigital
@helmholtz_ai
@MunichDS
@Ai4Eo
@ESA_EO
@ed_tum
3
21
39
Congratulations to
@LloydHughesZA
, who has successfully defended his PhD today on the topic of
#DeepLearning
for
#SAR
and
#optical
image matching. Many congrats to Michael as well, as the doctor father. Many thanks to Martin and Florence for being part of it.
#AI4EO
@Zhu_XLab
2
2
38
Curious about
#Referring
#RemoteSensing
Image
#Segmentation
? It aims at segmenting out the objects from a RS image, given natural language expression. We introduce this new
#NLP
in
#EO
task, a dedicated dataset
#RefSegRS
, and a
#LGCE
module.
paper:
1
12
35
1/N: As the PI, I am happy to receive one of the three German
#international
#AI
labs. Topic is
#AI4EO
:
#reasoning
,
#uncertainty
,
#ethics
and beyond. The lab will be hosted by our new department
#Aerospace
and
#geodesy
@TU_Muenchen
, in collaboration with
@DLR_en
@IEAITUM
and
4
6
37
we are hiring! looking for a motivated individual working on multi baseline
#SARInterferometry
:
The correct email to contact: ai
@dlr
.de
please kindly RT
@SistersofSAR
@SARevangelist
@sar_edu
@SARscience
0
15
38
It is indeed a great honor. Thanks a lot to
@isprs
for acknowledging our work.
Link to paper:
Code:
Data (updated):
We are very honored to receive the 2020 best paper award of ISPRS Journal of
#Photogrammetry
and
#RemoteSening
@isprs
with "Cloud removal in
#Sentinel
-2 imagery using a deep residual neural network and
#SAR
-optical
#datafusion
"
#AI4EO
Link to paper:
3
23
155
1
11
36
Looking for a motivated individual to team up with me as my deputy at TUM-SiPEO.
What we offer: to co-organize my lab consisting of a young and motived team on
#AI4EO
for
#socialgood
, while still being able to carry out independent research.
pls RT
1
26
37
@DLR_de
's EOC computes the highly accurate ground motion maps from
#Sentinel
-1 data -- The first products of the new European
#GroundMotion
Service (EGMS) have been released.
#GoldenAgeOfSAR
#SAR
#FunWithFringes
Read more:
0
12
36
Interested in Few-shot
#Hyperspectral
Image
#Classification
? Check our new paper
@IEEE_GRSS
#JSTARS
, led by Nassim, in which
#self
-supervised learning is explored.
#ContrastiveLearning
#AI4EO
@TU_Muenchen
@DLR_en
@Inria
@ai4eo_de
@Zhu_XLab
Paper:
0
8
35
1
12
36
Our session
#ml4earth
at
#lps22
will begin in 10min. Come and join us to know more about
#MachineLearning
in
#EarthObservation
& their applications on
#DTE
use cases and activities in our German national competence center
#ml4earth
1
3
34
Interested in
#AI4EO
for
#ClimateScience
?
Check our recent work by
@koheidler
@zhu_xlab
, in collaboration with
@DLR_de
's DFD.
HED-UNet: Combined
#Segmentation
and
#EdgeDetection
for Monitoring the
#Antarctic
#Coastline
Link to paper:
1
10
34
how to explore
#DeepLearning
#unfolding
algorithms for
#SAR
#Tomography
? Kun proposed a γ -Net.
Please check our recent work
@Zhu_XLab
@ai4eo_de
freshly accepted by
@IEEE_GRSS
#TGRS
link to paper:
#AI4EO
@SARevangelist
@SistersofSAR
@Wang_SAR
0
8
35
Tweeting for
#socialgood
? We discuss how we could harvest geo-information from
#socialmedia
data, such as text messages and images: perspectives, data issues, geo-information retrieval,
#ethical
opportunities and applications.
#remotesensing
Link:
1
7
32
We will hire three PhD students in this call. Topics are related to
#NLP
and
#SAR
. Apply and join us as a
#earthobservation
data scientist
@Zhu_XLab
@ai4eo_de
!
#AI4EO
Looking for a
#PhD
program to train you to become an outstanding Data Scientist? 🎓 💻
👉 Join the Munich School for
#DataScience
and enjoy innovative supervision concepts and profit from a thriving environment for young scientists 🤓
💥
0
9
21
1
17
34
Happy to announce that our
@ERC_Research
#ERCPoC
project
#EO4FoodSecurity
@TU_Muenchen
@Zhu_XLab
@ai4eo_de
is approved. We will work on innovative
#AI4EO
solutions to support
#FoodSecurity
.
Our industrial collaborators are
@IABG_mbH
@GAF_Munich
.
The results of the latest ERC
#ProofOfConcept
grant competition are out.
55 researchers received €150,000 each to explore the commercial or societal potential of the results of their research projects.
Curious? 👉
#ERCPoC
#FrontierResearch
3
26
77
2
6
34
Qingsong is releasing our
#HydroPML
platform at the
#AI4EOSymposium2023
@ai4eo_de
@Zhu_XLab
Interested in physics aware machine learning?
Link to paper：
platform website：
GitHub：
0
4
29
We invite you to join the
#AI4EO
International Future Lab Symposium 2023.
@TU_Muenchen
@ai4eo_de
The abstract submission is open:
Pls RT
@IEEE_GRSS
@HIDAdigital
@helmholtz_ai
@MunichDS
@Ai4Eo
@ESA_EO
@ed_tum
0
10
32
This week's highlight of
@Zhu_XLab
: Very proud to see 8 articles from my lab are among 50 most popular papers
@IEEE_GRSS
#TGRS
:
and two among the most popular five:
0
3
33
Interested in getting an overview on
#building
extraction from
#RemoteSensing
imagery? Qingyu complied a comprehensive survey, recently published
@IEEE_GRSS
#TGRS
- RS offers a perspective to complement incomplete
#OSM
building data.
Link to paper:
1
8
33
New! Now our ERA dateset and trained models can be downloaded from here:
The final paper accepted
@IEEE_GRSS
#GRSM
:
Temporal
#Reasoning
#AI4EO
#ComputerVision
@Zhu_XLab
@ai4eo_de
0
9
32
Super excited to kick-off our
#ML4Earth
workshop on
#PaML
#physcis
-aware
#MachineLearning
with the invited talk from Dr Shijie Jiang
@MPI
on knowledge integration for data-driven process understanding in
#hydrology
Link to ML4Earth:
0
3
32
Did you know the urban tree canopy coverage in Brazil is between 5% and 35%? Jianhua made nationwide mapping and coverage assessment in Brazil from high-resolution
#remotesensing
images using
#deeplearning
.
#AI4EO
Link to our paper
@isprs
:
1
8
31
Wanna train your own
#MachineLearning
models for
#global
#LocalClimateZones
classification with
#Sentinels
? Check out our
#benchmark
dataset with detailed descriptions here: >400K annotated image patches with a uncertainty score
#AI4EO
#Climate
#Urban
#EO
0
12
32
Join us for the Helmholtz AI
@helmholtz_ai
#CountMeIn
#Challenge
.
The task is to estimate population density from satellite data - So2Sat POP - prepared by Sugandha Doda et al. as part of our
@ERC_Research
#So2Sat
project
@Zhu_XLab
@ai4eo_de
#AI4EO
2
4
31
Happy to talk at the
#NeurIPS2020
workshop on “
#MachineLearning
for the
#DevelopingWorld
: Improving Resilience”
The workshop is now open for submissions.
2
7
30
How often do you receive rejections based on reviewers who haven’t really understood what you are doing? Seem to be unavoidable experience if long enough in academia…
2
1
31
Can
#AI4EO
identify the functionality of
#plastics
from
#space
?
Shanyu's recent work
@Zhu_XLab
@ai4eo_de
shows promising results. It sheds light on
#AI4EO
#RemoteSensing
for addressing the
#GlobalCrisis
of
#PlasticPollution
.
Link to paper:
1
9
29
Exciting news: Today Lukas
@kondmann
has successfully defended his PhD on the topic of
#RemoteSensing
#TimeSeries
data analysis! It was a great time having him
@Zhu_XLab
. Many thanks to Profs U. Hugentobler, M. Schmitt and D. Tuia
@devistuia
for serving in the committee.
0
3
30
As part of our
@ERC_Research
#So2Sat
@TU_Muenchen
@DLR_de
and
#AI4EO
, we are mapping the building footprints with
@planetlabs
satellite data by
#Deeplearning
. It will go
#Global
.
#Urbanisation
#SDG11
#SDG1
0
11
30
#Causality
instead of
#correlation
? We integrate causality with
#GraphNeuralNetworks
(
#GNNs
) to better understand the interplay of different factors for
#wildfire
danger prediction.
@Zhu_XLab
@ai4eo_de
@OrionLab_NOA
@isp_uv_es
Paper
@TheICLR
#ML4RS
:
0
7
29
How to use
#deep
#ReinforcementLearning
to select important features in an
#unsupervised
manner?
Check our recent work by
@MouLichao
et al.,
@Zhu_XLab
@ai4eo_de
, published at
@IEEE_GRSS
#TGRS
link to paper:
link to code:
1
8
29
🚀 Dive into the
#VisionLanguageModels
in
#RemoteSensing
with our latest paper: "Vision-Language Models in Remote Sensing: Current Progress and Future Trends"
🌐🔍Read the full paper here:
#AI4EO
#Geospatial
#NLP
#earthobservation
0
7
29
Interested in
#deeplearning
for
#satellite
image
#superresolution
that works well in real-world scenarios?
Check our recent work led by our beyond fellow of the future lab
@ai4eo_de
Runmin Dong
@Tsinghua_Uni
:
Join us:
1
5
26
Suffering from incomplete annotations in
#AI4EO
? Chenying has proposed Adaptively trIggered Online Object-wise correction (
#AIO2
) to address this issue.
paper
@IEEE_GRSS
#TGRS
:
code:
@Zhu_XLab
@ai4eo_de
@TU_Muenchen
@DLR_de
0
5
28
Can the freely available
#GIS
data be integrated into
#DeepLearning
pipelines for the
#building
#InstanceSegmentation
in very high resolution
#SAR
images?
Check our recent work on GIS-aware Network
@zhu_xlab
,
@IEEE_GRSS
#TGRS
.
#AI4EO
Paper:
0
4
27
Very glad to receive
@ERC_Research
#ERCPoC
on the topic of
#AI
for
#SmartCities
@Zhu_XLab
@TU_Muenchen
Many thanks to my great team
@TU_Muenchen
@DLR_en
& to partners
@planetlabs
@MunichRe
! Call for partnerships and joint forces to bring
#AI4EO
research closer to market.
📢 The first set of ERC Proof of Concept 2020 competition results are out. 55 scientists received €8.25 million in
#ERCPoC
grants to bring their pioneering 🇪🇺
#EUfunded
research closer to market. ➡️
@GabrielMariya
@EUScienceInnov
@EU_Commission
2
36
97
0
5
27
The exciting day 1 of our
#AI4EOSymposium2022
@TU_Muenchen
@ai4eo_de
@ed_tum
has kicked off at our brand new and starring conference center with our VP of Research Gerhard Kramer giving the welcome greetings and Rune Floberghagen
@esa
@ESA_EO
giving the first Keynote.
0
8
26
Congrats to our brand new Dr. Yuansheng Hua
@Zhu_XLab
who successfully defended his PhD thesis today on
#DeepLearning
for Aerial Scene Understanding from the Lab to the
#Wild
.
Follow him here:
Mega thanks to Sébastien Lefèvre who came to Munich for it.
0
2
26
0
6
25
Call for collaboration — Looking for partners who can provide simulated deformation patterns based on
#Mogi
and
#Okada
models for
#volcanic
and
#earthquake
deformation. Please contact: ai
@dlr
.de
@IEEE_GRSS
@EuroGeosciences
please RT!
1
18
26