Joined January 2015
- Tweets 19
- Following 266
- Followers 123
- Likes 408
4 Photos and videos
Pinned Tweet
16 Apr 2024
Happy to share that our "Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes" paper (arxiv.org/pdf/2404.09768.pdf) was accepted at the #EarthVision workshop at #CVPR2024.
with @Alevering1, Lars Penning, Dario Oliveira @diego_marcos_g, and @xiaoxiang_zhu
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Ivica Obadic retweeted
18 Jun 2024
We now move to our spotlight talks. The first speaker, Ivica Obadic, talks about "Recent Trends, Challenges, and Limitations of Explainable AI in Remote Sensing".
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16 Apr 2024
This enables the model to associate the concepts learned with the #TCAV approach with continuous intervals of socioeconomic outcomes. For example, dense residential areas resemble low liveability while more liveable areas are those close to natural areas and vegetation.
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16 Apr 2024
Further, analyzing the model's conceptual sensitivity can shed light on new insights into urban studies. For example, increasing the amount of vegetation in low-income areas improves the model's perception of their income score.
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16 Apr 2024
Happy to share that our "Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes" paper (arxiv.org/pdf/2404.09768.pdf) was accepted at the #EarthVision workshop at #CVPR2024.
with @Alevering1, Lars Penning, Dario Oliveira @diego_marcos_g, and @xiaoxiang_zhu
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16 Apr 2024
Our approach can be used to interpret how #urban concepts relate to #socioeconomic outcomes in computer vision models.
The contrastive pretraining with Rank-N-Contrast helps to increasingly order the instances in the latent space according to their socioeconomic outcomes
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Ivica Obadic retweeted
26 Feb 2024
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
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πβοΈπ°οΈ Interested how #satellite imagery might support #PublicHealth?
With @ObadicIvica @SagarJoglekar @kr1zz @danielequercia @xiaoxiang_zhu we created #MedSat dataset that we are presenting at #NeurIPS2023 on Thursday. Check our poster: neurips.cc/virtual/2023/postβ¦
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Ivica Obadic retweeted
18 Jul 2022
Another great talk in @ESA_EO session on AI4EO for Climate and Health at @IEEE_GRSS @igarss2022 :
@koheidler from @DLR_en shows how to use deep active contours and dynamic time warping for #Greenland #glaciers!
w/ @MouLichao @xiaoxiang_zhu @Zhu_XLab S. Lefevre.
18 Jul 2022
This week (today) @ESA_EO Ξ¦-lab will be at @IEEE_GRSS @igarss2022 #IGARSS2022 w/ 2 invited sessions on #AI4EO organised by @Dr_RSchneider and I
π1/2: MO7.V15: ππ4ππ ππ¨π« ππ₯π’π¦πππ ππ§π ππππ₯ππ‘!
igarss2022.org/view_session.β¦
ππ¨π§ 18/07: 17:00 CET / 23:00 Malaysia
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3 Jun 2022
Very excited to give my first in-person conference talk during my PhD on the topic of attention explainability!
3 Jun 2022
@ObadicIvica is giving his first in-person conference talk @helmholtz_ai #HelmholtzAIcon since the start of his PhD in my lab - #XAI in #EarthObservation time series data analysis with the application in #croptype classification #AI4FoodSecurity #AI4EO @Zhu_XLab @ai4eo_de
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Ivica Obadic retweeted
3 Jun 2022
@ObadicIvica is giving his first in-person conference talk @helmholtz_ai #HelmholtzAIcon since the start of his PhD in my lab - #XAI in #EarthObservation time series data analysis with the application in #croptype classification #AI4FoodSecurity #AI4EO @Zhu_XLab @ai4eo_de
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The #AI4FoodSecurity challenge is coming! Organized by @planet , @TU_Muenchen , @DLR_de , @OurRadiantEarth , it will be an exciting opportunity to apply some state-of-the-art #MachineLearning approaches. Stay tuned!
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29 Oct 2017
βShould we use static typing in JavaScript?β by @GoceCvetanov medium.com/@cvetanov/should-β¦
31 Jul 2017
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17 Jul 2017
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20 Jun 2017
Our solution for solving item cold start problem on arxiv.org/abs/1706.05730.
#deeplearning #MachineLearning #ArtificialIntelligence
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6 Sep 2016
βThe 44 Most-Loved Products Launched in Summer 2016β by @ProductHunt medium.com/product-hunt/the-β¦
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Ivica Obadic retweeted
1 Jul 2016
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