LTS4 @epfl_lts4
Signal Processing Laboratory (LTS4), Institute of Electrical Engineering, School of Engineering, École Polytechnique Fédérale de Lausanne lts4.epfl.ch Lausanne, Switzerland Joined November 2010-
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How can we inject new knowledge into LLMs without full retraining, forgetting, or breaking past edits? We introduce MEMOIR 📖— a scalable framework for lifelong model editing that reliably rewrites thousands of facts sequentially using a residual memory module. 🔥 🧵1/7
Fine-tuning pre-trained models leads to catastrophic forgetting, gains on one task cause losses on others. These issues worsen in multi-task merging scenarios. Enter LiNeS 📈, a method to solve them with ease. 🔥 🌐: lines-merging.github.io 📜: arxiv.org/abs/2410.17146 🧵 1/11
Struggling to integrate structural constraints in graph generative models? 🧩 Our new paper "Generative Modelling of Structurally Constrained Graphs" presents ConStruct to your rescue! 🚀 📜: arxiv.org/abs/2406.17341 🧵1/9
Wouldn't it be great if we could merge the knowledge of 20 specialist models into a single one without losing performance? 💪🏻 Introducing our new ICML paper "Localizing Task Information for Improved Model Merging and Compression". 🎉 📜: arxiv.org/pdf/2405.07813 🧵1/9
Having troubles with label noise in the training set? 🌧️ Our new ICML work "Pi-DUAL: Using privileged information to distinguish clean from noisy labels" provides an efficient solution! ☂️ 📜: arxiv.org/pdf/2310.06600 🧵1/8
Hello! I am happy to introduces CASTOR: a Score based method for uncovering causal temporal relationships in heterogeneous time series. This work is under the supervision of Prof. @pafrossard. Paper: arxiv.org/pdf/2311.01412…
Diffusion models struggling with large graphs? SparseDiff provides one solution: 💡 Sparse training for flexible GPU usage. ✔️ Integration with existing discrete diffusion models. 🚀 High performance on both small and large graphs. 📄 : arxiv.org/abs/2311.02142
Very happy to share that “Task Arithmetic in the Tangent Space” has been accepted as an oral presentation to @NeurIPSConf !! 🎉🎉 Thank you very much to the fantastic reviewers🙏 This is a great way to end a PhD 🤓
Very happy to share that “Task Arithmetic in the Tangent Space” has been accepted as an oral presentation to @NeurIPSConf !! 🎉🎉 Thank you very much to the fantastic reviewers🙏 This is a great way to end a PhD 🤓
Glad that Task Arithmetic in the Tangent Space will be an Oral at NeurIPS! 😁 Huge thanks to @gortizji, @pafrossard, and our reviewers! arxiv.org/abs/2305.12827
Glad that Task Arithmetic in the Tangent Space will be an Oral at NeurIPS! 😁 Huge thanks to @gortizji, @pafrossard, and our reviewers! arxiv.org/abs/2305.12827 https://t.co/Tw0lGfFRHs
Are you amazed by weight interpolation techniques to edit large pre-trained models? 🤔 Then you’re going to love our work 🚀: “Task Arithmetic in the Tangent Space”🏄 which explains why they work and gives a simple way to make them better! 🤓 📄: rb.gy/q9djm 🧵1/9
EPFL's School of Engineering is proud of Dr. Isabel Haasler's award for best SICON paper and her presentation at the #SIAMCT23 actu.epfl.ch/news/dr-isabel…
EPFL's School of Engineering is proud of Dr. Isabel Haasler's award for best SICON paper and her presentation at the #SIAMCT23 actu.epfl.ch/news/dr-isabel…
Don't miss our latest preprint: Fine-tuning in the tangent space enhances the editing of large pre-trained models like CLIP! 🔥 Check it out!
Don't miss our latest preprint: Fine-tuning in the tangent space enhances the editing of large pre-trained models like CLIP! 🔥 Check it out!
Bures-Wasserstein Means of Graphs. (arXiv:2305.19738v1 [stat.ML]) ift.tt/Vg0hbos
@Neuro_X_EPFL calls for applications to its new Postdoctoral Fellowships Program. Join us to do pioneering research, fully funded for up to 24 months. go.epfl.ch/Neuro_X_Postdo… @splacour40
Excited to share our paper in @Nature: We revisit the 50+ year-old maths problem with AI: how efficiently can we multiply two matrices? Surprisingly, the answer is still not known - even for 3x3 matrices! With AI, we discover many new efficient and exact algorithms. 1/13
Excited to share our paper in @Nature: We revisit the 50+ year-old maths problem with AI: how efficiently can we multiply two matrices? Surprisingly, the answer is still not known - even for 3x3 matrices! With AI, we discover many new efficient and exact algorithms. 1/13
Postdoc position opening in #AI for medicine jointly hosted by the labs of #EmmanuelAbbé and @pafrossard within the scope of a @CIS_EPFL supported research program. recruiting.epfl.ch/Vacancies/2529…
New *call for postdoctoral fellows* ai4science.epfl.ch for those who want to advance science with machine learning and combine their own ideas and projects with collaboration with laboratories @EPFL that excel in the development and applications of ML tools for sciences.
Deep learning phenomenon alert!🔬🚀 “Catastrophic overfitting is a bug but also a feature” 🐛 We find that single-step adversarial training fails due to the interaction between robust 💪 and non-robust 😈 features in the training set 🤯 📄: arxiv.org/abs/2206.08242 🧵 1/10
Tomorrow will be the first AI4Science Day at @SwissTech_EPFL. Come to attend talks, and posters, and meet the EPFL community working on ML applications to science! More info at go.epfl.ch/ai4science
Are you amazed by NeRFs, SIRENs or FFNs but don’t know why they work? 🤔 Then you’re going to love our work 🚀: “A structured dictionary perspective on implicit neural representations” @CVPR which explains how INRs manage to look so crisp! 🤓 📄: bit.ly/3adThjE 🧵 1/9
Eymen Kurdoğlu @eymenkur
150 Followers 661 Following No posts about work. SRE @Akamai. Physics enthusiast. Ankara Fen Lisesi, @METU_ODTU (BSc), @EPFL (MSc), @nyutandon (PhD) alum. Getting more cynical with age.
Qinyue Zheng @QueyJ
39 Followers 182 Following I build. AI PhD Student @ETH Zürich | Prev @EPFL, @Harvard, @llama_index
Wooror @Wooror0703
14 Followers 993 Following
Sepehr Heidari @SepehrHeidari81
345 Followers 6K Following Interested in Physics🔭, Mathematics🧮, Computer Science 💻, and Dad Jokes🥸 https://t.co/jtKArilTEr
Alessandro Caruso @aless_caruso
0 Followers 80 Following Thomson Reuters Labs | ETH Zürich | Politecnico di Torino
Alireza Hajebrahimi @arataeb
627 Followers 2K Following Master’s Student @DTUtweet Technical University of Denmark 🇩🇰
Jayadratha Gayen @Jayadratha_G
5 Followers 620 Following
TheGermanPole @TheGermanPole
93 Followers 613 Following
Sevda ÖĞÜT @sevdoche
13 Followers 68 Following
Bion @flesheatingemu
558 Followers 7K Following Futurist philosophy, molec neuro/immuno, pathophys, software eng, AI enjoyer Made an Apache/MIT `tree` util with tokens, lines, and module components
Eloi Dutruy @EDutruy
0 Followers 7 Following
Olga Zaghen @olgazaghen
582 Followers 284 Following Geometric deep learning PhD student at @AMLabUvA with @erikjbekkers (when I'm not shuffling)
Steven (Shaobo) Wang ... @ShaoboWang6
385 Followers 1K Following Ph.D Candidate @sjtu1896, Intern @yaledatascience and @Alibaba_Qwen. Exploring Data-Centric AI on Foundation Models.
lexi Yu @LexiYu69519
2 Followers 51 Following
Robin Louiset @LouisetRobin
2 Followers 27 Following
Evgeniy Upenik @EvgeniyUpenik
60 Followers 212 Following I work in image and video processing. PhD from @EPFL
Maysam Behmanesh @maysambehmanesh
15 Followers 98 Following Postdoctoral Researcher in AI/ML @LIX_lab, @Polytechnique Geometric Deep Learning, Multimodal Machine Learning
yuhan Xie @yuhanX_Charles
4 Followers 43 Following
Anna McCann @AnnaMcCann1995
19 Followers 133 Following PhD Student @EPFL_en Biomedical Signal Analysis
Yiming Qin @qinym710
371 Followers 130 Following step by step | PhD candidate @ EPFL, LTS4 | X18, Paris | SJTU, Shanghai | ZZFLS, Zhengzhou | Waiting and trying
Ali Hariri @haririAli95
86 Followers 201 Following PhD Candidate at @EPFL. Interested in graph representation learning and long-range modeling
Mia Carnes @carnes_mia
14 Followers 69 Following
Peggy Sylopp @pegx_
762 Followers 2K Following UXEngineer https://t.co/jdcuKqt6Gp #ComputerScientist #Artist #AI #Hearables #WomenInSTEM
jefffourtyeight. (ife... @jefffourtyeight
97 Followers 712 Following Cannabis User. Interesting weirdo, fun to be with, probably annoying, fact finding, intelligent,bibliophilia,saiposexual,demisexual. Be @ peace with yourself ❤️
odysseas boufalis @OdyBoufalis
7 Followers 372 Following MSc AI University of Amsterdam MEng Electrical & Computer Engineering National Technical University of Athens
laura toni @tonizza82
252 Followers 292 Following
tomato @tomato211388372
0 Followers 13 Following
Alex Hägele @haeggee
822 Followers 662 Following Fellow @AnthropicAI + PhD Student in Machine Learning @ICepfl MLO. MSc/BSc from @ETH_en. Previously: Student Researcher @Apple MLR
Aavash Subedi @asubedi01
46 Followers 192 Following PhD student at @oxcsml @IntelliEarth @UniofOxford. Interested in AI for the Environment & Generative Modelling. Previously MSc Physics @OfficialUoM.
Tobias @CatalGames
9 Followers 481 Following
Hugo Fluhr @hugoofluhr
35 Followers 345 Following PhD Candidate @UZH_en, studying how the brain brains. @EPFL_en graduate, previously @CHUVLausanne, @Harvardmed
Zheng Qinyue @quey_z
0 Followers 25 Following
Isabel Haasler @isabelhaasler
4 Followers 13 Following
Cedric Vincent-Cuaz @CedricCuaz
192 Followers 156 Following Postdoc on Graph ML and biomedical app @EPFL @epfl_lts4 👀 Prior: PhD @Univ_CotedAzur @3IAcotedazur on #OptimalTransport for Graph Representation Learning.
Adnan Harun DOĞAN @adnanharundogan
96 Followers 638 Following master student @odtu_bilg_muh, @METU_ODTU | discrete optimisation of combinatorial solvers for deep learning and computer vision @metu_imagelab.
Keyue Jiang @keyue_jiang
1 Followers 15 Following
Dr. Bernadette Stolz @StolzBernadette
610 Followers 860 Following Mathematician studying topology in biomedical data. Project leader @MPI_Biochem | Previously @EPFL & @OxUniMaths | 2022 L’Oréal-Unesco #ForWomenInScience Fellow
سعدی روشنای... @wolfofroshanaei
197 Followers 2K Following
andréa graziano @_andreagraziano
44 Followers 1K Following
Manuel Madeira @manuelmlmadeira
266 Followers 451 Following PhD student @epfl | trying to boost science via machine learning
EPFL_AI_Center @EPFL_AI_Center
537 Followers 93 Following A new hub for artificial intelligence, shaping a future where AI works for everyone through cutting-edge research, education, and industrial collaborations.
Yiming Qin @qinym710
371 Followers 130 Following step by step | PhD candidate @ EPFL, LTS4 | X18, Paris | SJTU, Shanghai | ZZFLS, Zhengzhou | Waiting and trying
Abdellah Rahmani @arahmani_AR
55 Followers 54 Following Ph.D candidate @EPFL | Msc: MVA @ENS_ParisSaclay
Neuro-X Institute @Neuro_X_EPFL
1K Followers 318 Following The EPFL alliance between neurosciences, neuroengineering and neurocomputation for clinical impact.
Dorina Thanou @DorinaThanou
116 Followers 113 Following
Ilaria Ricchi @ilaria_ricchi
242 Followers 375 Following PhD student in Medical Image Processing Lab at @EPFL_en+@CampusBiotech | Working on spinal cord imaging and modeling. // Dancer💃🏼 by night + hobbies: 🎶⚽️🛵.
Biomedical Imaging Gr... @big_epfl
468 Followers 84 Following Led by Prof Michael Unser @EPFL_en. Working on new algorithms and mathematical tools for the processing of biomedical images. Spline lovers. Tweets by students.
Leonardo Petrini @leopetrini_
132 Followers 199 Following CFM Researcher | PhD @EPFL | Intern @CERN | From Le Marche 🇮🇹 to Vaud 🇨🇭 to Île-de-France 🇫🇷. Opinions are my own.
Alessandro Favero @alesfav
409 Followers 787 Following AI & Physics PhD candidate @EPFL working on the foundations of AI. Former applied scientist intern at AWS AI.
IEEE International Co... @ieeeICIP
2K Followers 7 Following The world’s largest and most comprehensive technical conference focused on image and video processing and computer vision. #ICIP2025 14-17 September 2025
Dimitriadis Nikos @nikdimitriadis
199 Followers 204 Following PhD @ EPFL, ex student researcher @ Google DeepMind
Ortal Senouf @OrtalSenouf
90 Followers 250 Following
EPFL ELLIS unit @EPFL_ELLIS_unit
194 Followers 12 Following The ELLIS EPFL unit is an element of the global ELLIS network.
EPFL Center for Imagi... @EPFL_Imaging
2K Followers 297 Following Fostering excellence in imaging, across scales and domains. Website: https://t.co/9zlWw2sm5l Trailer: https://t.co/KtsezJLpHm
Mahmut Selman Sakar @mssakar
531 Followers 698 Following
EPFL @EPFL_en
60K Followers 1K Following Welcome to the official account of EPFL. Compte en français: @EPFL
EPFL-LTS5 @EPFL_LTS5
78 Followers 0 Following LTS5 is the Signal Processing Laboratory 5 of the Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland.
Harshitha Machiraju @nonlinear_human
86 Followers 190 Following Vibing to the world. Prev. @EPFL and @IITHyderabad .
Mireille El Gheche @mireille_gh
78 Followers 423 Following Senior Research Scientist at Sony AI. Opinions expressed on this account are solely my own.
Seyed Moosavi @smoosavid
545 Followers 138 Following AI/ML Researcher @Apple; Past @imperialeee @ETH_en @EPFL_en #AdversarialML #ReliableAI
Center for Intelligen... @CIS_EPFL
1K Followers 214 Following The Center for Intelligent Systems at @epfl_en (CIS) brings together researchers working on different aspects of Intelligent Systems. Newsletter: https://t.co/g9V5JvDESm
Roberto Gerson Azeved... @robertogerson
227 Followers 361 Following Research Scientist@DisneyResearch|Studios
Apostolos Modas @amodas_
126 Followers 167 Following Research Scientist @SonyAI_global | PhD from @EPFL 🇨🇭
EPFL School of Engine... @EPFLEngineering
4K Followers 385 Following The official account of EPFL's School of Engineering.
Pascal Frossard @pafrossard
745 Followers 493 Following Professor of Electrical Engineering at @EPFL_en @EPFL
Guillermo Ortiz-Jimé... @gortizji
915 Followers 685 Following Research Scientist at @GoogleDeepMind. Past: PhD at EPFL, intern at Google, ELLIS student Oxford.Trends for United States
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