iiinova — where your digital self keeps evolving

Antonia Wüst @toniwuest.bsky.social · 25/09/2026

Excited to share that our paper ZendoWorld has been accepted to #NeurIPS2026! 🎉 ZendoWorld tests interactive visual reasoning and demonstrates that current agents (VLM and NeSy) still struggle with both rule induction and informative experimentation 🤖💭

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Antonia Wüst @toniwuest.bsky.social · 21/07/2026

Thrilled to be in beautiful Rio this week for #CogSci2026! 🥥🌴🇧🇷 I'll be giving a talk tomorrow at 11:05 AM at the Foundations for Foundation Models workshop on improving visual reasoning of VLMs via program synthesis. Looking forward to great discussions!

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Antonia Wüst @toniwuest.bsky.social · 14/07/2026

Can AI agents act like scientists when reasoning about visual scenes? 🔬 Not just label what they see, but form explicit hypotheses, design experiments to test them, and revise their beliefs in light of the evidence. We built ZendoWorld to find out!

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Antonia Wüst @toniwuest.bsky.social · 03/06/2026

I'm in Denver at #CVPR2026 this week! 🏔️ Together with @wolfstammer.bsky.social, I will be presenting our recent work, Vision-Language Programs, at Poster Session 3 on Saturday ⏰ 11:45 am - 1:45 pm. Very excited to share our work and discuss the ideas behind it!

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Reposted by Antonia Wüst

Charley Wu @thecharleywu.bsky.social · 23/03/2026

🚨Last week to apply for a 3 year postdoc with me and @dominikdeffner.bsky.social, embedded in theadaptivemind-excellencecluster.de Focus is on developing innovative experiments and computational models to understand social & cultural learning. Deadline is March 30th 👉 hmc-lab.com/SocialLearni...

hmc-lab.com

Postdoc position -- Social Learning and Cultural Evolution

Postdoc position -- Social Learning and Cultural Evolution posted on March 2, 2026 We are currently seeking a highly motivated individual...

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Antonia Wüst @toniwuest.bsky.social · 13/03/2026

We are extending the deadline to submit abstracts for the poster session to 21 March 2026 (AoE)! 🗓️ We invite researchers to present recent work on topics regarding human and artificial creativity. Previously published work is welcome 🤗 📥 Register and submit your abstract here: eveeno.com/342278190

eveeno.com

RMU AI and Creativity Symposium

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Antonia Wüst @toniwuest.bsky.social · 25/02/2026

Excited to share that our paper "Synthesizing Visual Concepts as Vision-Language Programs" has been accepted to #CVPR2026! 🎉 We propose a novel method that combines VLMs with symbolic program synthesis to learn reliable programs of visual concepts. 🌐 ml-research.github.io/vision-langu...

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Antonia Wüst @toniwuest.bsky.social · 10/02/2026

We are pleased to announce a one-day symposium on AI and Creativity in Darmstadt! Join us for an inspiring lineup of speakers and a full day dedicated to exploring creativity in modern machine learning models and the relationship between biological and artificial creation. 🎨🤖

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Antonia Wüst @toniwuest.bsky.social · 21/01/2026

Super excited that our recent work got featured in the Abstract Synthesis podcast! 🚀 I joined Brian to discuss inductive reasoning in vision and how we can combine Vision-Language Models with Program Synthesis to enable more reliable and interpretable reasoning 💡 Podcast: youtu.be/uefqvsButp8?...

youtu.be

Vision-Language Programs - Antonia Wüst

YouTube video by Ndea

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Antonia Wüst @toniwuest.bsky.social · 01/12/2025

After an amazing time in LA and Joshua Tree Park, I’m excited to head to NeurIPS next week. My colleagues and I will be presenting some of our recent work (see below). Looking forward to connecting and starting new conversations. Feel free to reach out if you want to chat! 💬

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Antonia Wüst @toniwuest.bsky.social · 30/11/2025

🚨 New paper alert! We introduce Vision-Language Programs (VLP), a neuro-symbolic framework that combines the perceptual power of VLMs with program synthesis for robust visual reasoning.

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Reposted by Antonia Wüst

Martin Trapp @trappmartin.eurosky.social · 18/09/2025

Unfortunately, our submission to #NeurIPS didn’t go through with (5,4,4,3). But because I think it’s an excellent paper, I decided to share it anyway. We show how to efficiently apply Bayesian learning in VLMs, improve calibration, and do active learning. Cool stuff! 📝 arxiv.org/abs/2412.06014

arxiv.org

Post-hoc Probabilistic Vision-Language Models

Vision-language models (VLMs), such as CLIP and SigLIP, have found remarkable success in classification, retrieval, and generative tasks. For this, VLMs deterministically map images and text descripti...

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Antonia Wüst @toniwuest.bsky.social · 20/08/2025

Can the new GPT-5 model finally solve Bongard Problems? 👉Not quite yet! Using our ICML Bongard in Wonderland setup, it solved 64/100 problems - the best score so far! 📈 However, some issues still persist ⬇️

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Reposted by Antonia Wüst

wolfstammer.bsky.social @wolfstammer.bsky.social · 07/07/2025

Can concept-based models handle complex, object-rich images? We think so! Meet Object-Centric Concept Bottlenecks (OCB) — adding object-awareness to interpretable AI. Led by David Steinmann w/ @toniwuest.bsky.social & @kerstingaiml.bsky.social . 📄 arxiv.org/abs/2505.244... #AI #XAI #NeSy #CBM #ML

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Antonia Wüst @toniwuest.bsky.social · 12/07/2025

I'll be at #ICML2025 next week presenting our recent work on VLMs and Bongard Problems! Feel free to reach out, happy to have a chat ☺️

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Antonia Wüst @toniwuest.bsky.social · 02/05/2025

Excited to share that our paper got accepted at #ICML2025!! 🎉 We challenge Vision-Language Models like OpenAI’s o1 with Bongard problems, classic visual reasoning challenges and uncover surprising shortcomings. Check out the paper: arxiv.org/abs/2410.19546 & read more below 👇

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