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Hidenori Tanaka
Hidenori Tanaka
15
papers
1,207
total citations
papers (15)
Pruning neural networks without any data by iteratively conserving synaptic flow
NEURIPS 2020
arXiv
772
citations
Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks
ICLR 2024
arXiv
97
citations
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task
NEURIPS 2023
arXiv
88
citations
Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning
NEURIPS 2021
arXiv
45
citations
Competition Dynamics Shape Algorithmic Phases of In-Context Learning
ICLR 2025
arXiv
43
citations
Noether’s Learning Dynamics: Role of Symmetry Breaking in Neural Networks
NEURIPS 2021
arXiv
41
citations
ICLR: In-Context Learning of Representations
ICLR 2025
arXiv
32
citations
A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language
ICLR 2025
arXiv
24
citations
Forking Paths in Neural Text Generation
ICLR 2025
arXiv
20
citations
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks
ICML 2024
arXiv
15
citations
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model
ICML 2024
arXiv
10
citations
CORNN: Convex optimization of recurrent neural networks for rapid inference of neural dynamics
NEURIPS 2023
arXiv
10
citations
In-Context Learning Strategies Emerge Rationally
NEURIPS 2025
arXiv
5
citations
Dynamical phases of short-term memory mechanisms in RNNs
ICML 2025
arXiv
3
citations
Swing-by Dynamics in Concept Learning and Compositional Generalization
ICLR 2025
arXiv
2
citations