News
Research releases, events, and announcements from the LIMO Lab.
Research releases, events, member updates, and other LIMO announcements—listed in reverse chronological order.
- A new preprint “VeriScale: Adversarial Test-Suite Scaling for Verifiable Code Generation” is now online.
- Our paper “Exploring the Feasibility of Self-Supervised Learning for X-Ray Bone Image Analysis” has been published in Applied Mathematics for Modern Challenges.
- A new preprint “Formalization of Two Fixed-Point Algorithms in Hilbert Spaces” is now online.
- Our paper “Enhancing Medical Imaging Out-Of-Distribution Detection with Synthetic Outliers” has been published in Journal of Mathematical Imaging and Vision.
- A new preprint “Adaptive Dimension Reduction for Overlapping Group Sparsity” is now online.
- Our paper “TRAC: Tensor-Train Based Across-Layer Compression for Parameter-Efficient Fine-Tuning” has been published in The Fourteenth International Conference on Learning Representations.
- Our paper “A Memory-Efficient Hierarchical Algorithm for Large-Scale Optimal Transport Problems” has been published in The Fourteenth International Conference on Learning Representations.
- Our paper “CT-Free Attenuation and Scatter Correction of [11C] CFT Brain PET Using a Bi-Directional Matching Network” has been published in NeuroImage.
- Our paper “A Single-Mode Quasi Riemannian Gradient Descent Algorithm for Low-Multilinear-Rank Tensor Recovery” has been published in Journal of Scientific Computing.
- A new preprint “Robust Dynamic SPECT Reconstruction with Scarce Angular and Limited Temporal Sampling” is now online.
- Federated Primal Dual Fixed Point Algorithm
Our paper on a federated primal-dual fixed-point algorithm was published in the SIAM Journal on Mathematics of Data Science. See the paper page for details.