Michael Hersche
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (2)
AAAI (1)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
few-shot learning
(2)
continual learning
(1)
sample efficiency
(1)
class-incremental learning
(1)
efficient inference
(1)
compositional learning
(1)
state space model
(1)
convolutional neural network
(1)
algorithmic reasoning
(1)
throughput optimization
(1)
distributed representation
(1)
length generalization
(1)
transformer language model
(1)
regular language
(1)
in-context prompting
(1)
finite-state automaton
(1)
hyperdimensional computing
(1)
neural network
(1)
multiple input multiple output
(1)
variable binding
(1)
Papers
On the Expressiveness and Length Generalization of Selective State Space Models on Regular Languages
AAAI 2025
The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG
ICLR 2025
Limits of Transformer Language Models on Learning to Compose Algorithms
NIPS 2024
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
NIPS 2023
Constrained Few-Shot Class-Incremental Learning
CVPR 2022