Loïck Chambon is defending his PhD thesis titled "Improving Representations for Autonomous Driving". This PhD was conducted in collaboration with @valeoai.bsky.social. The presentation will start today at 15:15. 🎉 Follow remotely ⬇️ www.youtube.com/live/uFMAHn0...

This week we welcomed Mingmeng Geng @mingmenggeng.bsky.social, Postdoc at @normalesup.bsky.social & @labolattice.bsky.social, to lead our team meeting. He presented his recent work on “Analysis and Detection of LLM-Generated Content”. Thanks for the insightful presentation and discussions!

Today was the "Galette des rois" or Epiphany Cake for the team! A great occasion to meet together for a friendly moment! 👑

First team meeting of 2026 🚀 ✅ Sophia Sirko @ssirko.bsky.social presented her #ICCV2025 paper: "DIP: Unsupervised Dense In-Context Post-training of Visual Representations" Thanks for the insightful presentation! ! 👏

📢Offre de stage de M2, sous la tutelle d'Olivier Schwander: Je cherche un/une stagiaire de M2 informatique ou mathématique (spécialité science des données, apprentissage statistique et intelligence artificielle): *Détection et caractérisation non-supervisée d’arbres à partir d’images aériennes* ⬇️

Congratulations Loïck Chambon, Paul Couairon, Nicolas Thome, Matthieu Cord and the @valeoai.bsky.social team!

📣 PhD defense announcement ! 📣 Raphaël Mouravieff will defend his PhD titled "Deep Learning Approaches for Improving Generalization in Table Question-Answering." 📆 Monday, December 1st at 10:00 AM 📍 Room RC27 Atrium, 4 Place Jussieu, 75005 Paris 🖥️ A link will be provided to follow remotely

🎉 Accepted papers at NeurIPS 2025 🎉 The team is proud to announce that several paper were accepted at #NeurIPS25. Looking forward to meet in Paris (25th-26th Nov), Copenhagen or San Diego (1st-7th Dec)! Let's present our papers ⬇️

The team meeting of the week was presented by Alexandre Vérine, from PSL, about "Quality and Diversity in generative models through the lens of f-divergences." Thanks a lot for this interesting talk!

🎉 PhD defense announcement! Florian Le Bronnec will defend his PhD titled "Reliability of Generative Language Models: Efficiency, Faithfulness, and Coverage"! 👨‍🎓 🗓️When? Wed, November 26th, 14:00 📍Where? Amyot Amphitheater, PSL, 3 Rue Amyot, Paris. Looking forward to seeing you there! Abstract ⬇️

The defense is about to start! Follow online: ➡️ www.youtube.com/live/dXiYvUg...

🗒️ Yesterday, Ben Kabongo led the team meeting with his presentation "MemRec: Memory Network for Explainable Recommendation". Thanks for the interesting talk!

New paper at @blackboxnlp.bsky.social @ @emnlpmeeting.bsky.social ! ⚛️ Entities are the fundamental building blocks of knowledge. Although some clues emerge from mechanistic interpretability, how auto-regressive LLMs actually encode and retrieve them remains a mystery. 🧵 📄 arxiv.org/abs/2510.09421

Hope your tickets to attend @emnlpmeeting.bsky.social 2025 are booked! 🛫🇨🇳 We are very proud to share that the team will be present this year again, with nothing less than 7 accepted papers! 🎉 📍Suzhou, China 📅Nov 4 - 9th, 2025 Details and papers ⬇️

🎉 PhD defense announcement! @paulcouairon.bsky.social will defend his PhD titled "Structured Visual Representations with Foundation Models"! 🗓️When? Thursday, 4th November at 14:00 📍Where? Room 304 65/66, campus Pierre et Marie Curie, Sorbonne Université (4 place Jussieu, 75005 Paris). Abstract ⬇️

During today's team meeting, Marc Lafon from @lecnam.bsky.social presented his recent paper, accepted at @iccv.bsky.social 🏝️: "Learning vision-language uncertainties for failure prediction" (arxiv.org/abs/2507.07620)

💫 Accepted paper at @iccv.bsky.social The team is proud to announce that 3 papers were accepted to #ICCV2025! 🥳 📍 Honolulu, Hawaï, USA 🗓️ Oct 19 – 23th, 2025 Looking forward to present our works and discuss about it! 💫 Details and papers ⬇️

Accepted paper at IROS 2025 🥳 🗓️ 19-25th October 2025 📍 Hangzhou, China Zakariae EL ASRI, Ibrahim Laiche, Clément Rambour, Olivier Sigaud, Nicolas Thome "RT-HCP: Dealing with Inference Delays and Sample Efficiency to Learn Directly on Robotic Platforms" ➡️ See the GitHub at github.com/elasriz/RTHCP

Holidays are already over (sigh) but team's meetings are back for another year! 🔬 Today, we're listening to Jayneel Parekh, post-doc student under the supervision of @matthieucord.bsky.social , talking about his recent work: "Learning to Steer: Input-dependent Steering for Multimodal LLMs"

@recsys.bsky.social is happening this week in Prague, Czech Republic, and Ben Kabongo will be there to present his paper, together with Vincent Guigue and Pirmin Lemberger from OnePoint 🚀 ➡️"ELIXIR: Efficient and LIghtweight model for eXplaIning Recommendations" 📆 EARL Workshop

📸 Some snapshots from the #ACL2025 conference last week! Bravo for the MLIA people! Thanks a lot to all the insightful discussions! Recap' of the team's activities bsky.app/profile/mlia... #NLP #ACL

📣 Accepted paper at ICML 2025 📣 The team is proud to annonce that 4 papers were accepted at #ICML2025. 📍Vancouver, Canada 🗓️ 13th - 19th July Looking forward to present our works and discuss about it! Papers and schedule following ⬇️

🎉 PhD defense announcement! Song Duong will defend his PhD "Faithful and Efficient Conditional Text Generation for Data-to-text and Summarization"! 🗓️ Thursday, 10th July at 14:00 📍 Amphithéâtre Herpin, Bâtiment Esclangon, 4 place Jussieu, 75005 Paris. Abstract ⬇️

🗓️ Back from a 3-months exchange at KTH university in the TMH division, @teoguiguix.bsky.social presents his work during the team meeting of the week!

Accepted long paper at IWSLT 2025! 🥳 📆 31 July-1 August 2025 📍 Vienna, Austria Prompting LLMs: Length Control for Isometric Machine Translation, by Dávid Javorský, Ondřej Bojar, @yvofr.bsky.social, in collaboration with @ufal-cuni.bsky.social .

The MLIA team will be featured in 6 papers (2 long papers and 4 Findings) at ACL 2025 @aclmeetings.bsky.social this year! 🚀 📆 July 27th-August 1st, 2025 📍 Vienna, Austria Papers in thread:👇

Accepted paper at Workshop WExIR25 - SIGIR 2025 🎉 "Understanding Matching Mechanisms in Cross-Encoders" by Mathias Vast, Basile Van Cooten, Laure Soulier, @bpiwowar.bsky.social This work was conducted in collaboration with Sinequa by ChapsVision! 📍Let's meet in Padova, Italy, on 17th of July 2025!

Accepted paper at PFIA-CAp 🎉 "Ensemble et Fusion d'Agents RL pour la Robustesse aux Attaques Adverses" by @lucas-schott.bsky.social‬, Elies Gherbi, Hatem Hajri, Sylvain Lamprier The conference will be in Dijon, France 30th June - 4th July. ➡️ hal.science/hal-05071249

📢 🎉 The team has one paper accepted to #MTsummit2025! "Investigating Length Issues in Document-level Machine Translation" by @ziqianpeng.bsky.social, @rachelbawden.bsky.social and @yvofr.bsky.social in collaboration with @inriaparisnlp.bsky.social 📍 Geneva | 🗓️ 23-27,June 📕 arxiv.org/abs/2412.17592

📢 🎉 The team will present 6 papers, 3 posters, and 2 workshop papers at #CORIA-TALN2025! 📍 Marseille | 🗓️ June 30 – July 4 Looking forward to seeing you there — come chat with us! 👇 Have a look!

🚨 #PhDPosition in #PhysicsML We're #recruiting a PhD student in machine learning at Sorbonne University (Paris) for Fall 2025! Topic: AI4Science & Generative Models Title: Deep Generative Models of Physical Dynamics See more details at 🔗 pages.isir.upmc.fr/gallinari/op... #AI4Science #DeepLearning

🚨 New PhD defense announcement🚨 Come and see Louis Serrano defends his PhD: « Operator learning for modeling spatiotemporal dynamics from PDEs». 📆 When: Wednesday, May 28 2025 at 2:00PM 📍 Where: Amphithéâtre Durand, Bâtiment Esclangon, Sorbonne Université (4 place Jussieu, Paris) Abstract:

New week, new team meeting! Today we had the pleasure to listen to @javi-castillo.bsky.social, currently Assistant Professor at CNAM, who presented her work "What to align in multimodal contrastive learning?", accepted at @iclr-conf.bsky.social 25, that she did during her post-doc at EPFL.

After a short break, during Easter's holidays, team meetings are back! 💫 This week, Yuxuan ZONG presented his recently accepted paper at SIGIR. Congratulations and thanks for the great presentation! 🎉

#ICLR2025 recap' 🇸🇬 Great time at ICLR2025 for our team, who presented their work during the poster sessions! ➡️ SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation iclr.cc/virtual/2025...

📢 @naaclmeeting.bsky.social 2025 ➡️ Salim will present his paper "Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting" at the poster session of Thur 1, 4pm-5:30pm. Don't hesitate to come by!

📢 SIGIR 2025 Accepted papers We are happy to announce that 3 papers from our team have been accepted at SIGIR25! 🚀 📆 13th to 18th of July 📍 Padova, Italy. Here is the list: 🔽

📢 #ICLR2025 The team will present 3 posters during the conference. Find below their scheduled poster sessions. Feel free to join and discuss about these works! - "Learning a Neural Solver for Parametric PDEs to Enhance Physics-Informed Methods" : Thu 24, 3 - 5:30pm

🗓️ This week’s team meeting is presented by Matthieu Labeau from Telecom Paris! ➡️ He talked with the team about "Representing and processing rare events in NLP models". Thanks for this presentation!

After a break during the last few weeks, team meetings are back at MLIA! 🚀 Today, @bpiwowar.bsky.social showcased the libraries he develops to streamline experimental management for researchers 👩‍🔬👨‍🔬

Nous sommes heureux de vous annoncer la sortie du livre « Comprendre l’intelligence artificielle : concepts, usages et enjeux » coordonné par @Vincent Guigue et @Laure Soulier et édité par @Afnor Edition. Sortie le 27 mars 2025 ! Le livre est disponible en précommande chez plusieurs distributeurs.