Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure | Paper Citation Record

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This paper cites International Conference on Learning Representations , volume=.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure International Conference on Learning Representations , volume=

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This paper cites Advances in Neural Information Processing Systems , volume=.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Advances in Neural Information Processing Systems , volume=

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Deep Information Propagation

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This paper cites Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics , pages=.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics , pages=

Reference 4

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Proceedings of the IEEE International Conference on Computer Vision , pages=

Reference 5

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This paper cites Exact solutions to the nonlinear dynamics of learning in deep linear neural networks.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Exact solutions to the nonlinear dynamics of learning in deep linear neural networks

Reference 6

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure 2012 , publisher=

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Deep Neural Networks as Gaussian Processes

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Observation 43ed4e52-4570-44f5-b875-b0109803ec84 · outbound

This paper cites Gaussian Process Behaviour in Wide Deep Neural Networks.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Gaussian Process Behaviour in Wide Deep Neural Networks

Reference 9

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Observation 7f97f1bc-b81f-42d1-9ff7-19a17fec67c7 · outbound

This paper cites Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice

Reference 10

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This paper cites Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks

Reference 11

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks

Reference 12

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Classic

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This paper cites Advances in Neural Information Processing Systems , volume=.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Advances in Neural Information Processing Systems , volume=

Reference 14

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This paper cites International Conference on Machine Learning , pages=.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure International Conference on Machine Learning , pages=

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Unresolved cited work

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This paper cites Advances in Neural Information Processing Systems , volume=.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Advances in Neural Information Processing Systems , volume=

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Layer Normalization

Reference 18

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition , pages=

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This paper cites Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

Reference 20

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Advances in Neural Information Processing Systems , volume=

Reference 21

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This paper cites Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages=.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages=

Reference 22

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure International Conference on Machine Learning , pages=

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Transformers without Tears: Improving the Normalization of Self-Attention

Reference 24

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Uncertainty in Artificial Intelligence , pages=

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Query-Key Normalization for Transformers

Reference 26

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure International Conference on Learning Representations , year=

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure International Conference on Machine Learning , pages=

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Representation Degeneration Problem in Training Natural Language Generation Models

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Fixup Initialization: Residual Learning Without Normalization

Reference 30

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure GLU Variants Improve Transformer

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure IEEE Transactions on Pattern Analysis and Machine Intelligence , volume=

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure RealFormer: Transformer Likes Residual Attention

Reference 33

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Do Transformer Modifications Transfer Across Implementations and Applications?

Reference 34

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure NormFormer: Improved Transformer Pretraining with Extra Normalization

Reference 35

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Revisiting Over-smoothing in BERT from the Perspective of Graph

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Graph Neural Networks Exponentially Lose Expressive Power for Node Classification

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Uncertainty in Artificial Intelligence , pages=

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Advances in Neural Information Processing Systems , volume=

Reference 39

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice

Reference 40

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 41

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 42

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Findings of the Association for Computational Linguistics: ACL 2023 , pages=

Reference 43

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Deep Transformers without Shortcuts: Modifying Self-attention for Faithful Signal Propagation

Reference 44

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure ResiDual: Transformer with Dual Residual Connections

Reference 45

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models

Reference 46

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics , pages=

Reference 47

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Unresolved cited work

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 49

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Advances in Neural Information Processing Systems , volume=

Reference 50

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Scaling Laws for Neural Language Models

Reference 51

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Training Compute-Optimal Large Language Models

Reference 52

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Decoupled Weight Decay Regularization

Reference 53

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Journal of Machine Learning Research , volume=

Reference 54

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 55

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure arXiv preprint arXiv:2602.18849 , year=

Reference 56

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure arXiv preprint arXiv:2601.19895 , year=

Reference 57

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Advances in Neural Information Processing Systems , volume=

Reference 58

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Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Unresolved cited work

Reference 59

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