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NeurIPS 2026EPFLEPFL - EPF LausanneEPFL, Switzerland3D vision & reconstruction

Sequence-to-Sequence Modeling with Camera-Induced Priors for Multi-View Stereo

Aoxiang Fan, Corentin Dumery, Nicolas Talabot, Pascal Fua

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026EPFLEPFL - EPF LausanneLearning theory

Differentiable Exact Learning of Algorithms

Hristo Papazov, Francesco D'Angelo, Nicolas Flammarion

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026EPFLCarnegie MellonCMU/MBZUAI/GenBioCMU, Cartesia AILong-context modeling

Raven: High-Recall Sequence Modeling via Sparse Memory Routing

Arshia Afzal, Aviv Bick, Eric Xing, Volkan Cevher and 1 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026EPFL - EPF LausanneOxfordEPFLGraph neural networks

Hierarchical Graph Representation Learning with Pooling-Induced Substructures

Luca Sbicego, Xiaowen Dong, Dorina Thanou

Paris Poster Session 6, Fri, Dec 11, 2:30 PM–4:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026EPFL - EPF LausanneEPFLDynamic graphs

Hierarchical Regime-Conditioned Dynamics for Spatiotemporal Graphs

Jeremy Baffou, Pascal Frossard, Dorina Thanou

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026EPFLGeneva University HospitalsEPFL - EPF LausanneUniversität BernUniversity Hospital ZurichDatasets & benchmarks

spora: A Unified Multimodal Dataset for Spatial Proteomics

Benedikt von Querfurth, Eeshaan Jain, Johann Wenckstern, Lukas Klein and 8 more

Paris Poster Session 6, Fri, Dec 11, 2:30 PM–4:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026EPFLSharif University of TechnologyU Isfahan, University of TehranAdversarial robustness

Breaking Adversarial Transferability in Fine-Tuned Speech Recognition

Mojtaba Nafez, Aref Mousavi, Mohammad E Mahdavi, Mobina Poulaei and 2 more

Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026ETH Zurich / HHMIInsititute of Neuroinformatics, Swiss Data Science CenterInsititute of Neuroinformatics, ETH ZurichMultimodal reasoning

Who Called? V33DA: A Physically Verified Multimodal Benchmark for Vocal Attribution in Zebra Finch Groups

Maris Basha, Yuhang Wang, Xiaoran Chen, Longbiao Cheng and 4 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Politecnico di TorinoÉcole Polytechnique Fédérale de Polytechnic Institute of TurinEPFLVision-language models

A General Concept-based Decomposition for Vision–Language Embeddings

Simone Alberto Peirone, Ortal Senouf, Francesca Pistilli, Giuseppe Averta and 1 more

Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Gustave-EiffelEPFLEPFL - EPF LausanneRepresentation & contrastive learning

Recovering the Apresjan Hierarchy Using Linkage-Based Clustering

Maximilien Dreveton, Matthias Grossglauser, Daichi Kuroda, Patrick Thiran

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026CornellEPFLAdversarial robustness

Regret-Optimal Wasserstein-Robust Regression

Sloan Nietert, Daniel Kuhn

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026EPFLUniversitat Politècnica de CatalEPFL: Ecole Polytechnique FederaTokyo University, Tokyo InstitutEPFL - EPF LausanneUnified multimodal models

Bridging 1D, 2D, and 3D with Any-to-Any Multimodal Modeling

Jason Toskov, Oriol Barbany, Rishubh Singh, Jinya Sakurai and 9 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Imperial College LondonEPFLGatsby Unit, University College LLM pretraining & scaling laws

Why Routers Freeze: Infinite Width Learning Dynamics for Mixture of Experts

Anish Dhir, Volkan Cevher, Leena Chennuru Vankadara

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026ETH AI Center, ZurichU California BerkeleyUIUCEPFLU California, BerkeleyImitation learning

When Does Interaction Help? Representational Tradeoffs in Value-Based Imitation Learning

Luca Viano, Antoine Moulin, Audrey Huang, Volkan Cevher and 2 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026EPFL - EPF LausanneSwiss Federal Institute of TechnEPFLPruning & sparsity

Position: Lottery Tickets Do Not Explain Overparameterization. How About Escape Dimensions?

Flavio Martinelli, Johanni Brea, Wulfram Gerstner

Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026EPFLU SheffieldU ManchesterLLM evaluation & benchmarks

SciReason: A Controllable Benchmark for Scientific Reasoning in LLMs

Pierre Beckmann, Marco Valentino, Andre Freitas

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Idiap Research InstituteEPFLU AdelaideU Adelaide/Australian Institute LLM pretraining & scaling laws

Better Language Models Require Better Domain-Specific Inductive Biases

Damien Teney, Liangze Jiang, Zachary Shinnick, Hemanth Saratchandran and 1 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026EPFLGSAFederated learning

Robust and Scalable Collaborative Learning via Pull-Based Epidemic Communication

Abdellah El Mrini, Sadegh Farhadkhani, Rachid Guerraoui

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026EPFLEPFL - EPF LausanneUmeåEfficient & distributed training

AcceleGrad#: Adaptive Geometry-Aware Acceleration

Hanka Goralija, Francesco Tonin, Kimon Antonakopoulos, Alp Yurtsever and 1 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026SpotlightMILA / McGillEPFLETHZ - ETH ZurichApertus ETH Zürich McGill University / MilaVision-language models

Scaling Laws for Multimodal Data Mixtures

Aditi Khandelwal, Ayush Kumar Tarun, Yixuan Xu, Imanol Schlag and 4 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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