Vardan Papyan
16 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (6) π Conference Polyglot (5) π Academic Marathon (8) πΊοΈ Taxonomy Completionist (11)
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Conference Polyglot
(5)
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Academic Marathon
(8)
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Renaissance Researcher
(6)
π§¬
Topic Evolution
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Triple Crown
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Prolific Year
(5)
π
Century Club
(16)
Conferences
ICLR (5)
ICML (5)
NIPS (3)
JMLR (2)
ICCV (1)
Top co-authors
Keywords
residual network
(2)
neural collapse
(2)
representation learning
(2)
image reconstruction
(1)
deep learning
(1)
image super-resolution
(1)
singular value decomposition
(1)
magnetic resonance imaging
(1)
spectral analysis
(1)
convolutional sparse coding
(1)
proximal gradient descent
(1)
inverse problem
(1)
convolutional neural network
(1)
language model
(1)
embedding dimension
(1)
skip connection
(1)
eigenvalue distribution
(1)
compressive imaging
(1)
neural network
(1)
forward pass
(1)
Papers
Breach By A Thousand Leaks: Unsafe Information Leakage in 'Safe' AI Responses
ICLR 2025
OATS: Outlier-Aware Pruning Through Sparse and Low Rank Decomposition
ICLR 2025
Transformer Block Coupling and its Correlation with Generalization in LLMs
ICLR 2025
On the Importance of Gaussianizing Representations
ICML 2025
Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift
ICML 2024
Linguistic Collapse: Neural Collapse in (Large) Language Models
NIPS 2024
Pushing Boundaries: Mixup's Influence on Neural Collapse
ICLR 2024
Sparsest Models Elude Pruning: An ExposΓ© of Pruningβs Current Capabilities
ICML 2024
Position: Fundamental Limitations of LLM Censorship Necessitate New Approaches
ICML 2024
Residual Alignment: Uncovering the Mechanisms of Residual Networks
NIPS 2023
Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path
ICLR 2022
Traces of Class/Cross-Class Structure Pervade Deep Learning Spectra
JMLR 2020
Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians
ICML 2019
Neural Proximal Gradient Descent for Compressive Imaging
NIPS 2018
Convolutional Dictionary Learning via Local Processing
ICCV 2017
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding
JMLR 2017