AI Research by Lithuanians in 2024

We are proud to invite to presentations of candidates of the 𝐀𝐈 𝐒𝐜𝐢𝐞𝐧𝐭𝐢𝐟𝐢𝐜 𝐏𝐮𝐛𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐨𝐟 𝐭𝐡𝐞 𝐘𝐞𝐚𝐫 at 𝐀𝐈 𝐋𝐢𝐭𝐡𝐮𝐚𝐧𝐢𝐚 𝐀𝐰𝐚𝐫𝐝𝐬 𝟐𝟎𝟐𝟒! 👏 Here the presentations of the event: 00:00:00 Start 00:01:23 Arnoldas Budzys (Vilniaus universitetas / Vilnius University), Deep learning‑based authentication for insider threat detection in critical infrastructure https://link.springer.com/content/pdf/10.1007/s10462-024-10893-1.pdf Artificial Intelligence Review 00:10:35 Ieva Pudžiuvelytė (Vilniaus universitetas / Vilnius University), TemStaPro: protein thermostability prediction using sequence representations from protein language models, https://academic.oup.com/bioinformatics/article-pdf/40/4/btae157/57185948/btae157.pdf, Bioinformatics 00:16:08 Karolis Martinkus (Roche), AbDiffuser: full-atom generation of in-vitro functioning antibodies, https://openreview.net/pdf?id=7GyYpomkEa, NeurIPS 2023 spotlight 00:25:59 Laurynas Karazija (University of Oxford), Learning Segmentation from Point Trajectories https://openreview.net/pdf?id=vt2qkE1Oax, NeurIPS 2024 spotlight 00:30:49 Linas Nasvytis (Stanford University),Rethinking Out-of-Distribution Detection for Reinforcement Learning: Advancing Methods for Evaluation and Detection https://www.ifaamas.org/Proceedings/aamas2024/pdfs/p1445.pdf, AAMAS: International Conference on Autonomous Agents and Multiagent Systems 00:42:50 Mantas Mazeika (University of Illinois Urbana-Champaign), HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal https://proceedings.mlr.press/v235/mazeika24a.html, ICML 2024 Poster 00:52:35 Paulius Rauba (University of Cambridge),Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments, https://openreview.net/pdf?id=f63DKIpx0I, NeurIPS 2024 poster 00:37:31 Tomas Vaškevičius (EPFL),Computational guarantees for doubly entropic wasserstein barycenters, https://openreview.net/pdf?id=5HahZRA0fy, NeurIPS 2023 poster