Our work speaks for itselfTake a look at a selection of our recent projects, crafted with care and designed to make an impact. Each one tells a story of creativity, collaboration, and results.
| Title | Hub researchers listed as authors | URL |
|---|---|---|
| A Diffusive Classification Loss for Learning Energy-based Generative Models | José Miguel Hernández‑Lobato | arXiv |
| CCDb+: Enhanced Annotations and Multi-Modal Benchmark for Natural Dyadic Conversations | Yukun Lai | ACM Multimedia |
| CREPE: Controlling Diffusion with Replica Exchange | José Miguel Hernández‑Lobato | arXiv |
| DiffRatio: Training One-Step Diffusion Models Without Teacher Supervision | Mingtian Zhang; José Miguel Hernández‑Lobato; David Barber | arXiv |
| Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio | Zixing Song; José Miguel Hernández‑Lobato | OpenReview |
| Efficient Deconvolution in Populational Inverse Problems | Mark Girolami | arXiv |
| EnvSDD: Benchmarking Environmental Sound Deepfake Detection | Mark D. Plumbley | arXiv |
| FedEDM: Federated Equivariant Diffusion Model for 3D Molecule Generation with Enhanced Communication Efficiency | Zixing Song; José Miguel Hernández‑Lobato | ACM |
| LGA-Net: Learning Local and Global Affinities for Sparse Scribble-based Image Colorization | Yukun Lai | ICCV / CVF ICCV |
| Neural Mutual Information Estimation with Vector Copulas | Michael U. Gutmann | arXiv |
| RESCUE: Crowd Evacuation Simulation via Controlling SDM-United Characters | Yukun Lai | ICCV / CVF ICCV |
| Single-Image 3D Human Reconstruction with 3D-Aware Diffusion Priors and Facial Enhancement | Yukun Lai | SIGGRAPH Asia |
| Softly Constrained Denoisers for Diffusion Models | Samuel Kaski; Mingfei Sun | OpenReview |
| Summary of The Inaugural Music Source Restoration Challenge | Mark D. Plumbley | arXiv |
| Towards Reliable Objective Evaluation Metrics for Generative Singing Voice Separation Models | Mark D. Plumbley | IEEE Xplore |
| Track and Tweak: Monitoring and Improving Group Fairness for Temporal Graph Neural Networks in Real Time | Zixing Song; José Miguel Hernández‑Lobato | ACM KDD |
| BiBBDM: Bidirectional Image Translation With Brownian Bridge Diffusion Models | Yukun Lai | IEEE TPAMI |