Sebastian, Abu

8 publications

NeurIPS 2025 Analog Foundation Models Julian Büchel, Iason Chalas, Giovanni Acampa, An Chen, Omobayode Fagbohungbe, Hsinyu Tsai, Kaoutar El Maghraoui, Manuel Le Gallo, Abbas Rahimi, Abu Sebastian

AAAI 2025 On the Expressiveness and Length Generalization of Selective State Space Models on Regular Languages Aleksandar Terzic, Michael Hersche, Giacomo Camposampiero, Thomas Hofmann, Abu Sebastian, Abbas Rahimi

NeurIPSW 2024 AIHWKIT-Lightning: A Scalable HW-Aware Training Toolkit for Analog In-Memory Computing Julian Büchel, William Andrew Simon, Corey Lammie, Giovanni Acampa, Kaoutar El Maghraoui, Manuel Le Gallo, Abu Sebastian

NeurIPSW 2024 Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous Accelerators Hadjer Benmeziane, Corey Lammie, Athanasios Vasilopoulos, Irem Boybat, Manuel Le Gallo, Hsinyu Tsai, Kaoutar El Maghraoui, Abu Sebastian

NeurIPSW 2024 On the Role of Noise in Factorizers for Disentangling Distributed Representations Geethan Karunaratne, Michael Hersche, Abu Sebastian, Abbas Rahimi

NeurIPS 2023 MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition Nicolas Menet, Michael Hersche, Geethan Karunaratne, Luca Benini, Abu Sebastian, Abbas Rahimi

NeurIPSW 2023 Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-Symbolic Architectures Michael Hersche, Francesco di Stefano, Thomas Hofmann, Abu Sebastian, Abbas Rahimi

CVPR 2022 Constrained Few-Shot Class-Incremental Learning Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi