Your VLM gives the same answer before and after a tiny image change. So it's robust, right?
Wrong.
In our new paper, we show that VLMs can preserve their predictions while their internal representations drift to regions normally occupied by completely unrelated images.
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Alessio Borgi is a PhD student in Graph Neural Networks & Generative AI—bridging geometry, topology, and diffusion models for robotics, vision, and biomedical AI. Feel free to contact him for collaborations. #AI#GNN#GenerativeAI#Robotics#RSTLess#Sapienza
Gavriel Di Nepi is a first-year PhD student in Data Science at Sapienza under the supervision of prof. @fabreetseo . His research focuses on human-inspired memory for #AI to boost performance and reasoning, in collaboration with @bakerhughesco. #RSTLess#Sapienza
Meet Maria Vittoria Vestini, 1st-year PhD student in Data Science at Sapienza University of Rome, supervised by @fabreetseo. Her research explores interactions and learning dynamics between large and small language models.
Learn more: rstless.it/#RSTLess#Sapienza
Paper accepted at #AISTATS2026!!
𝐑𝐚𝐧𝐤 𝐋𝐢𝐟𝐭𝐢𝐧𝐠 𝐚𝐧𝐝 𝐑𝐚𝐧𝐝𝐨𝐦 𝐍𝐨𝐧-𝐋𝐢𝐧𝐞𝐚𝐫 𝐌𝐚𝐩𝐬: once the size of a one-hidden-layer neural network exceeds a threshold, the hidden representations are linearly independent with high probability.
#RSTLess#Sapienza
Meet @Ali_Ghasemi7899 🚀 New PhD of our group under the supervision of @fabreetseo working on Efficient LLMs & LLM Agents exploring methods to optimize LLMs. He holds a MSc in Artificial Intelligence and Robotics (graduated with full marks and honors). #RSTLess#Sapienza#AI#LLM
RSTLess people at #ACL2025 presenting 2 papers meeting with friends! @FlorinCuconasu presenting “The Distracting Effect: Understanding Irrelevant Passages in RAG” and @ValeriaRuscio presenting “Beyond Position: the emergence of wavelet-like properties in Transformers”. #NLP
Da mst rstless N miserable human living on dis planet
Award gos 2 Trashkooker
Who R obsessed wth JM 24/7
Thy got piss by jst calling Jm pretty
N always drag him unprovoked
Imagine wht da point of livng whn u hve 2 live ur life miserable evryday
Cuze of wht u make up in ur head
Who we are?
We are RSTLess a research group that focuses our research on Robust, Safety and Transparency in multiple fields such as Machine Learning, LLMs and NLP, Graph Learning, Web Search, and Recommendation Systems.
Get ready to meet Fauno - The largest Italian LLM crafted by the RSTLess Research Group from the Sapienza University of Rome.
The research team behind Fauno includes @Andrea_Bacciu , Dr. @rarinpear , Prof. @EmanueleRodola , @teelinsan , and Prof. @fabreetseo .
upp ne song ka album sukoon kyu rakha it is making us rstless thinking about wht happen to teju..this is killing us..i am to keep listning to the song to undrstnd the lyrics nd find out the meaning..itne acche se parhai karlta hota to i would ace all my exams by now
#RulaDetiHai