Hersche, Michael

11 publications

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

NeurIPS 2025 Scalable Evaluation and Neural Models for Compositional Generalization Giacomo Camposampiero, Pietro Barbiero, Michael Hersche, Roger Wattenhofer, Abbas Rahimi

NeurIPS 2025 Structured Sparse Transition Matrices to Enable State Tracking in State-Space Models Aleksandar Terzic, Nicolas Menet, Michael Hersche, Thomas Hofmann, Abbas Rahimi

ICLR 2025 The Case for Cleaner Biosignals: High-Fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG Francesco S. Carzaniga, Gary Tom Hoppeler, Michael Hersche, Kaspar Schindler, Abbas Rahimi

NeurIPS 2024 Limits of Transformer Language Models on Learning to Compose Algorithms Jonathan Thomm, Giacomo Camposampiero, Aleksandar Terzic, Michael Hersche, Bernhard Schölkopf, Abbas Rahimi

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

NeurIPSW 2024 Recurrent Transformers Trade-Off Parallelism for Length Generalization on Regular Languages Paul Soulos, Aleksandar Terzic, Michael Hersche, 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

NeurIPSW 2022 Physically-Constrained Adversarial Attacks on Brain-Machine Interfaces Xiaying Wang, Rodolfo Octavio Siller Quintanilla, Michael Hersche, Luca Benini, Gagandeep Singh