output
20142025
most citedChallenges and Opportunities in Quantum Optimization

181 citations

59 papers

cs.SD2025

Incorporating Structure and Chord Constraints in Symbolic Transformer-based Melodic Harmonization

Maximos Kaliakatsos-Papakostas, Konstantinos Soiledis, Theodoros Tsamis +3

Transformer architectures offer significant advantages regarding the generation of symbolic music; their capabilities for incorporating user preferences toward what they generate i…

math.PR2025

Contractive kinetic Langevin samplers beyond global Lipschitz continuity

Iosif Lytras, Panayotis Mertikopoulos

In this paper, we examine the problem of sampling from log-concave distributions with (possibly) superlinear gradient growth under kinetic (underdamped) Langevin algorithms. Using…

cs.CL2025★ 1 cited

9th Workshop on Sign Language Translation and Avatar Technologies (SLTAT 2025)

Fabrizio Nunnari, Cristina Luna Jiménez, Rosalee Wolfe +5

The Sign Language Translation and Avatar Technology (SLTAT) workshops continue a series of gatherings to share recent advances in improving deaf / human communication through non-i…

cs.SD2025

CultureMERT: Continual Pre-Training for Cross-Cultural Music Representation Learning

Angelos-Nikolaos Kanatas, Charilaos Papaioannou, Alexandros Potamianos

Recent advances in music foundation models have improved audio representation learning, yet their effectiveness across diverse musical traditions remains limited. We introduce Cult…

cs.CV2025

Only-Style: Stylistic Consistency in Image Generation without Content Leakage

Tilemachos Aravanis, Panagiotis Filntisis, Petros Maragos +1

Generating images in a consistent reference visual style remains a challenging computer vision task. State-of-the-art methods aiming for style-consistent generation struggle to eff…

cs.CL2025

Dialect Normalization using Large Language Models and Morphological Rules

Antonios Dimakis, John Pavlopoulos, Antonios Anastasopoulos

Natural language understanding systems struggle with low-resource languages, including many dialects of high-resource ones. Dialect-to-standard normalization attempts to tackle thi…