News

Our two papers "Task Singular Vectors: Reducing Task Interference in Model Merging" and "Escaping Plato’s Cave: Towards the Alignment of 3D and Text Latent Spaces" were accepted at CVPR 2025 main conference!

Our survey paper "Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions" was accepted at TMLR!

Our two papers "COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations" and "Naturalistic Music Decoding from EEG Data via Latent Diffusion Models" were accepted at ICASSP 2025 main conference!

Our two papers "Latent Functional Maps" and "C2M3: Cycle-Consistent Multi-Model Merging" were accepted at NeurIPS 2024 main conference!

The 2nd edition of our UniReps Workshop on Unifying Representations in Neural Models has been accepted at NeurIPS 2024. Come join us!

Our paper "ReMatching: Low-Resolution Representations for Scalable Shape Correspondence" was accepted at ECCV 2024 main conference!

We have 2/2 papers accepted at ICASSP 2024!

Our paper "Multi-Source Diffusion Models for Simultaneous Music Generation and Separation" was accepted as Oral (Top 1.2%) at ICLR 2024 main conference!

Our paper "Vector Quantile Regression on Manifolds" was accepted at AISTATS 2024 main conference!

Our paper "From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication" was accepted as Spotlight at ICLR 2024 main conference!