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André Martins

@andre-t-martins.bsky.social

83 followers 11 following 9 posts

NLP/ML researcher in Lisbon

Posts Replies Media

Reposted by André Martins

Sardine Lab @sardine-lab-it.bsky.social · 28/02/2025

Applications for the 2025 Lisbon Machine Learning Summer School (LxMLS) are open, with @andre-t-martins.bsky.social as one of the organizers. LxMLS is a great opportunity to learn from top speakers and to interact with other students. You can apply for a scholarship. Apply here: lxmls.it.pt/2025/

lxmls.it.pt

LxMLS 2025 - The 15th Lisbon Machine Learning Summer School

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André Martins @andre-t-martins.bsky.social · 09/03/2025

Our upcoming #AISTATS2025 paper is out: “Sparse Activations as Conformal Predictors” with Margarida Campos, João Calém, Sophia Sklaviadis, and @marfig.bsky.social: arxiv.org/abs/2502.14773. This paper puts together two lines of research, dynamic sparsity and conformal prediction. 🧵

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Reposted by André Martins

Mário Figueiredo @marfig.bsky.social · 26/02/2025

@andre-t-martins.bsky.social talking about multilingual LLMs at the @priberam.bsky.social Machine Learning Lunch Seminar in @istecnico.bsky.social, @ellisunitlisbon.bsky.social

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Reposted by André Martins

Sardine Lab @sardine-lab-it.bsky.social · 03/02/2025

🎉 New paper by Saul Santos in collaboration with @tozefarinhas.bsky.social and @andre-t-martins.bsky.social!! 🎉 ∞-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation Paper: arxiv.org/abs/2501.19098

arxiv.org

$\infty$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation

Current video-language models struggle with long-video understanding due to limited context lengths and reliance on sparse frame subsampling, often leading to information loss. This paper introduces $...

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