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Fabio Galasso

@galasso.bsky.social
73 followers 130 following 8 posts

Head of the Perception and Intelligence Lab (PINlab) and professor @ Computer Science Dept Sapienza University Research on computer vision and machine learning fgalasso.bitbucket.io

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Fabio Galasso @galasso.bsky.social · 22/06/2026
We find out: the agent's policy state is enough to estimate the future action outcome! we'll present #ECCV2026 in Sweden. With our plain #LLM (dubbed DILLO), the agent finds it out 14x faster. Performance improves up to 15pp. This is #SafeAI for #agents arxiv.org/abs/2603.23149
arxiv.org
Describe-Then-Act: Proactive Agent Steering via Distilled Language-Action World Models
Deploying safety-critical agents requires anticipating the consequences of actions before they are executed. While world models offer a paradigm for this proactive foresight, current approaches relyin...
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Fabio Galasso @galasso.bsky.social · 22/06/2026
#Worldmodels are great! --with those, #agents can simulate the outcome of their actions, understand whether they will be successful, and safe. BUT world models are expensive, and not compatible with real-time agent's decision making.
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Fabio Galasso @galasso.bsky.social · 24/04/2025
EgoAct: 1st Workshop on Egocentric Perception and Action for Robot Learning @ RSS2025 egoact.github.io/rss2025/
egoact.github.io
Web home for EgoAct: 1st Workshop on Egocentric Perception and Action for Robot Learning @ RSS2025
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Fabio Galasso @galasso.bsky.social · 11/02/2025
"Compositional Entailment Learning for Hyperbolic Vision-Language Models" #ICLR25 has been 𝐬𝐞𝐥𝐞𝐜𝐭𝐞𝐝 𝐟𝐨𝐫 𝐚𝐧 𝐨𝐫𝐚𝐥 𝐩𝐫𝐞𝐬𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧 🏆 1.8% of the submitted papers were selected for an oral
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Fabio Galasso @galasso.bsky.social · 11/02/2025
"Following the Human Thread in Social Navigation" #ICLR25 has been 𝐬𝐞𝐥𝐞𝐜𝐭𝐞𝐝 𝐚𝐬 𝐬𝐩𝐨𝐭𝐥𝐢𝐠𝐡𝐭 🏅 5.1% of the submitted papers were selected for a spotlight or an oral
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Fabio Galasso @galasso.bsky.social · 25/01/2025
"Following the Human Thread in Social Navigation" #ICLR25 With: Luca Scofano, Alessio Sampieri, Tommaso Campari, Valentino Sacco, Indro Spinelli, @lambertoballan.bsky.social Paper: arxiv.org/abs/2404.11327
arxiv.org
Following the Human Thread in Social Navigation
The success of collaboration between humans and robots in shared environments relies on the robot's real-time adaptation to human motion. Specifically, in Social Navigation, the agent should be close ...
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Fabio Galasso @galasso.bsky.social · 25/01/2025
"Compositional Entailment Learning for Hyperbolic Vision-Language Models" #ICLR25 With: Avik Pal, Max van Spengler, Guido Maria D'Amely di Melendugno, Alessandro Flaborea, and @pascalmettes.bsky.social Paper: arxiv.org/abs/2410.06912
arxiv.org
Compositional Entailment Learning for Hyperbolic Vision-Language Models
Image-text representation learning forms a cornerstone in vision-language models, where pairs of images and textual descriptions are contrastively aligned in a shared embedding space. Since visual and...
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Fabio Galasso @galasso.bsky.social · 25/01/2025
Our @pinlab.bsky.social has 2 #ICLR25 papers accepted! I'm proud of the strong team and of the fantastic collaborators.
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