19 citations
- Corporación Universitaria de Colombia IdeasCO4 papers
- Integrated Detector Electronics AS (Norway)NO3 papers
- American UniversityUS1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Computer Vision Center1 paper
- École Normale Supérieure de LyonFR1 paper
- Gdańsk University of TechnologyPL1 paper
- Graz University of TechnologyAT1 paper
- Institut de Physique ThéoriqueFR1 paper
- Jagiellonian UniversityPL1 paper
- Mongolia International UniversityMN1 paper
- Scuola Normale SuperioreIT1 paper
5 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…
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…
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…
Real-time Gesture Animation Generation from Speech for Virtual Human Interaction
Manuel Rebol, Christian Gütl, Krzysztof Pietroszek
We propose a real-time system for synthesizing gestures directly from speech. Our data-driven approach is based on Generative Adversarial Neural Networks to model the speech-gestur…
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…