 Residual Stream Analysis with Multi-Layer SAEsInternational Conference on Learning Representations (ICLR), 2024 |
 Poisson Variational AutoencoderNeural Information Processing Systems (NeurIPS), 2024 |
 Flow Factorized Representation LearningNeural Information Processing Systems (NeurIPS), 2023 |
 Correlative Information Maximization: A Biologically Plausible Approach
to Supervised Deep Neural Networks without Weight SymmetryNeural Information Processing Systems (NeurIPS), 2023 |
 Disentanglement via Latent QuantizationNeural Information Processing Systems (NeurIPS), 2023 |
 The Lie-Group Bayesian Learning RuleInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
 Bottom-up and top-down approaches for the design of neuromorphic
processing systems: Tradeoffs and synergies between natural and artificial
intelligenceProceedings of the IEEE (Proc. IEEE), 2021 |
