Mihalis Nicolaou

13 papers A* 4A 1Journal 3Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
PolySAE: Modeling Feature Interactions in Sparse Autoencoders via Polynomial Decoding.
CoRR
Panagiotis Koromilas, Andreas D. Demou, James Oldfield, Yannis Panagakis, Mihalis Nicolaou
2024 A* conf
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses.
ICML
Panagiotis Koromilas, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis Nicolaou, Yannis Panagakis
2024 J jnl
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses.
CoRR
Panagiotis Koromilas, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis Nicolaou, Yannis Panagakis
2024 A conf
Enabling Local Editing in Diffusion Models by Joint and Individual Component Analysis.
BMVC
Theodoros Kouzelis, Emmanouil Plitsis, Mihalis Nicolaou, Yannis Panagakis
2024 A* conf
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization.
NeurIPS
James Oldfield, Markos Georgopoulos, Grigorios Chrysos, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Jiankang Deng, Ioannis Patras
2023 A* conf
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs.
ICLR
James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Ioannis Patras
2023 A* conf
Parts of Speech-Grounded Subspaces in Vision-Language Models.
NeurIPS
James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Ioannis Patras
2022 — conf
A Wavelet-based Approach for Multimodal Prediction of Alexithymia from Physiological Signals.
ICMI Companion
Valeria Filippou, Nikolas Theodosiou, Mihalis Nicolaou, Elena Constantinou, Georgia G. Panayiotou, Marios Theodorou
2022 — conf
Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT.
NAACL-HLT (Findings)
Christos Papadopoulos, Yannis Panagakis, Manolis Koubarakis, Mihalis Nicolaou
2022 — conf
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models.
SETN
Nikos Kostagiolas, Mihalis Nicolaou, Yannis Panagakis
2019 J jnl
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation.
CoRR
Stylianos Moschoglou, Stylianos Ploumpis, Mihalis Nicolaou, Athanasios Papaioannou, Stefanos Zafeiriou
2017 — conf
Discovering the Typing Behaviour of Parkinson's Patients Using Topic Models.
SocInfo (2)
Antony Milne, Mihalis Nicolaou, Katayoun Farrahi
2014 — —
Machine learning for automatic analysis of affective behaviour.
Mihalis Nicolaou