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Yannis Panagakis

A Principled Framework for Multi-View Contrastive Learning

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Jul 09, 2025
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Are Large Brainwave Foundation Models Capable Yet? Insights from Fine-tuning

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Jul 01, 2025
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Causally Steered Diffusion for Automated Video Counterfactual Generation

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Jun 17, 2025
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Advancing Brainwave Modeling with a Codebook-Based Foundation Model

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May 22, 2025
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Enabling Local Editing in Diffusion Models by Joint and Individual Component Analysis

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Sep 02, 2024
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Scale Equivariant Graph Metanetworks

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Jun 15, 2024
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Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses

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May 28, 2024
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Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization

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Feb 19, 2024
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Latent Alignment with Deep Set EEG Decoders

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Nov 29, 2023
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Locality-preserving Directions for Interpreting the Latent Space of Satellite Image GANs

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Sep 26, 2023
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