Abbas Rahimi
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
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Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Core AI
(3)
Deep Learning
(2)
Application Areas
(2)
Architectures
(2)
Learning Paradigms
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Core Methods
(1)
Learning Types
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Research
(1)
Techniques
(1)
Keywords
few-shot learning
(2)
continual learning
(1)
sample efficiency
(1)
transfer learning
(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)
finite state automaton
(1)
seizure detection
(1)
in-context prompting
(1)
hyperdimensional computing
(1)
neural network
(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
NeurIPS 2024
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
NeurIPS 2023
Constrained Few-Shot Class-Incremental Learning
CVPR 2022