Asymmetric Kernels Meet Transformers: A Primal-Dual Approach to Self-Attention through Kernel Singular Value Decomposition
EPFL LIONS, Lausanne - November 15, 2023 [slides]
Unsupervised Energy-based Out-of-distribution Detection using Stiefel-Restricted Kernel Machine
Leuven.AI scientific workshop, Leuven - June 2, 2022 [slides]
Multi-view Spectral Clustering and Generation from a Shared Latent Space
Bioinformatics and AI Seminars, UZ Leuven - May 11, 2022 [slides]
Organized Workshops
Co-organized the workshop: DEEPK 2024 - International Workshop on Deep Learning and Kernel Machines
Leuven - March 7-8, 2024 [website]
Co-organized the workshop: Rethinking Transformers through Duality and New Directions
Leuven.AI Junior Researchers Day - November 27, 2023 [website]