11 citations
- Innovative Designs in Environments for an Aging SocietyUS6 papers
- Integrated Detector Electronics AS (Norway)NO5 papers
- Computer Vision Center2 papers
- Universitat Autònoma de BarcelonaES2 papers
- Centre National de la Recherche ScientifiqueFR1 paper
- Chinese Academy of SciencesCN1 paper
- École Normale Supérieure de LyonFR1 paper
- Gdańsk University of TechnologyPL1 paper
- Institut de Physique ThéoriqueFR1 paper
- Jagiellonian UniversityPL1 paper
- Mongolia International UniversityMN1 paper
- Scuola Normale SuperioreIT1 paper
6 papers
Beyond Blur: A Fluid Perspective on Generative Diffusion Models
Grzegorz Gruszczynski, Jakub Meixner, Michal Jan Wlodarczyk +1
We propose a novel PDE-driven corruption process for generative image synthesis based on advection-diffusion processes which generalizes existing PDE-based approaches. Our forward…
Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning
Dipam Goswami, Albin Soutif--Cormerais, Yuyang Liu +3
Continual learning methods are known to suffer from catastrophic forgetting, a phenomenon that is particularly hard to counter for methods that do not store exemplars of previous t…
Divide and not forget: Ensemble of selectively trained experts in Continual Learning
Grzegorz Rypeść, Sebastian Cygert, Valeriya Khan +3
Class-incremental learning is becoming more popular as it helps models widen their applicability while not forgetting what they already know. A trend in this area is to use a mixtu…
Beyond Grids: Exploring Elastic Input Sampling for Vision Transformers
Adam Pardyl, Grzegorz Kurzejamski, Jan Olszewski +2
Vision transformers have excelled in various computer vision tasks but mostly rely on rigid input sampling using a fixed-size grid of patches. It limits their applicability in real…
A parameterized approximation scheme for the 2D-Knapsack problem with wide items
Michal Pilipczuk, Mathieu Mari, Timothe Picavet
We study a natural geometric variant of the classic Knapsack problem called 2D-Knapsack: we are given a set of axis-parallel rectangles and a rectangular bounding box, and the goal…
The unknotted strands of life: knots are very rare in RNA structures
Cristian Micheletti, Marco Di Stefano, Henri Orland
The ongoing effort to detect and characterize physical entanglement in biopolymers has so far established that knots are present in many globular proteins and also abound in viral…