SiG-DML-P2: Neural Network Learning
Tue, 1 Sep, 14:00 - 15:40 Belgium Time (UTC +2)
Location: Balcony II West
Session Type: Poster
Track: SiG-DML - Signal and Data Analytics for Machine Learning

SiG-DML-P2.1: INVERTING CONVENTIONAL INFERENCE NETWORKS
Paul Baggenstoss, Felix Govaers, Frank Kurth, Fraunhofer, Germany

SiG-DML-P2.2: PLAE: PSEUDO-LABEL ACCURACY ESTIMATION FOR SOURCE-FREE DOMAIN ADAPTATION
Rotem Nizhar, Coby Penso, Idit Diamant, Jacob Goldberger, Bar-Ilan University, Israel

SiG-DML-P2.3: Uncovering a Winning Lottery Ticket with Continuously Relaxed Bernoulli Gates
Itamar Tsayag, Ofir Lindenbaum, Bar Ilan University, Israel

SiG-DML-P2.4: ARMAGNAC: A NEW PARAMETRIC BATCH NORMALIZATION LAYER FOR SPDNET ARCHITECTURE
Matthieu Gallet, Université Savoie Mont-Blanc, France; Florent Bouchard, Université Paris-Saclay, CNRS, CentraleSupélec, France; Ammar Mian, Guillaume Ginolhac, Université Savoie Mont-Blanc, France

SiG-DML-P2.5: DELoREAN: Disposable Experts for Low-Rank Efficient Adaptation to Novelty
Anton Balykov, École Polytechnique Fédérale de Lausanne, Germany; Kilian Preuss, École Nationale Supérieure Mines-Télécom Atlantique Bretagne-Pays de la Loire oder École des Mines Télécom Atlantique, France; Ghouthi Boukli-Hacene, Sony Europe Limited, Germany; Vincent Gripon, École Nationale Supérieure Mines-Télécom Atlantique Bretagne-Pays de la Loire oder École des Mines Télécom Atlantique, France; Fabien Cardinaux, Lukas Mauch, Sony Europe Limited, Germany

SiG-DML-P2.6: CONTRASTIVE LEARNING FOR OPEN-SET ANOMALY DETECTION OF RADIO TRANSIENTS
Benjamin Amblard, Université Grenoble Alpes, France; Sara El Bouch, Université Côte d'Azur, France; Mauro Dalla Mura, Université Grenoble Alpes, France; André Ferrari, Cédric Richard, Université Côte d'Azur, France

SiG-DML-P2.7: TOWARDS UNDERSTANDING LOW-RANK LEARNING FOR CLASSIFICATION
Xiaolin Wang, Olivier Rioul, Télécom Paris, Institut Polytechnique de Paris, France; Anissa Mokraoui, Université Sorbonne Paris Nord, France; Pierre Duhamel, CentraleSupélec, Université Paris-Saclay, France

SiG-DML-P2.8: Explainable AI for Advancing Deep Perceptual Compressive Sensing
Zakaria BAIRI, Badis DJAMAA, Abdellah BENATTOU, Mohamed Ismail BELARBI, Ecole Militaire Polytechnique, Algeria

SiG-DML-P2.9: The role of class encoding in neural collapse
Bastien Massion, Roy Makhlouf, Estelle Massart, UCLouvain, Belgium

SiG-DML-P2.10: RESIDUAL CONNECTIONS AND THE CAUSAL SHIFT: UNCOVERING A STRUCTURAL MISALIGNMENT IN TRANSFORMERS
Jonathan Lys, Vincent Gripon, Bastien Pasdeloup, Axel Marmoret, IMT Atlantique, France; Lukas Mauch, Fabien Cardinaux, Ghouthi Boukli Hacene, Sony Europe, Germany