Ivica Obadic
@ObadicIvica
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PhD candidate at TU Munich, Data Scientist
Joined January 2015
Happy to share that our "Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes" paper ( was accepted at the #EarthVision workshop at #CVPR2024. with @Alevering1, Lars Penning, Dario Oliveira @diego_marcos_g, and @xiaoxiang_zhu
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RT @sukrutrao: @cvml_mpiinf @kerstingAIML We now move to our spotlight talks. The first speaker, Ivica Obadic, talks about "Recent Trends,….
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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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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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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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RT @xiaoxiang_zhu: Why, how and when #xAI in #RemoteSensing? as a follow-up action of our #ML4Earth workshop on #xAI, we have complied a sy….
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RT @miki7s: 🌍⚕️🛰️ Interested how #satellite imagery might support #PublicHealth? . With @ObadicIvica @SagarJoglekar @kr1zz @danielequercia….
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RT @blesa_ux: Another great talk in @ESA_EO session on AI4EO for Climate and Health at @IEEE_GRSS @igarss2022 : . @koheidler from @DLR_en s….
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Very excited to give my first in-person conference talk during my PhD on the topic of attention explainability!.
@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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RT @xiaoxiang_zhu: @ObadicIvica is giving his first in-person conference talk @helmholtz_ai #HelmholtzAIcon since the start of his PhD in m….
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RT @Ai4Eo: The #AI4FoodSecurity challenge is coming! Organized by @planet , @TU_Muenchen , @DLR_de , @OurRadiantEarth , it will be an excit….
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“Should we use static typing in JavaScript?” by @GoceCvetanov
medium.com
Using static typing in JavaScript has many benefits which you might already know. However, there is one hidden benefit which is not so easy…
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Our solution for solving item cold start problem on #deeplearning #MachineLearning #ArtificialIntelligence.
arxiv.org
Traditional recommendation systems rely on past usage data in order to generate new recommendations. Those approaches fail to generate sensible recommendations for new users and items into the...
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Nexus 9 International Giveaway @androidauth
gleam.io
A Nexus 9 Android Tablet (16GB) Black color
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