Pixel-Based Similarities as an Alternative to Neural Data for Improving Convolutional Neural Network Adversarial Robustness
Fuente:
arXiv
Saved in:
| Main Authors: | Attias, Elie, Pehlevan, Cengiz, Obeid, Dina |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Probing Human Visual Robustness with Neurally-Guided Deep Neural Networks
by: Shao, Zhenan, et al.
Published: (2024)
by: Shao, Zhenan, et al.
Published: (2024)
Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data
by: Hosseini, Mohammad, et al.
Published: (2025)
by: Hosseini, Mohammad, et al.
Published: (2025)
Foveated Retinotopy Improves Classification and Localization in Convolutional Neural Networks
by: Jérémie, Jean-Nicolas, et al.
Published: (2024)
by: Jérémie, Jean-Nicolas, et al.
Published: (2024)
Higher-Order Convolution Improves Neural Predictivity in the Retina
by: Azeglio, Simone, et al.
Published: (2025)
by: Azeglio, Simone, et al.
Published: (2025)
Probability-Invariant Random Walk Learning on Gyral Folding-Based Cortical Similarity Networks for Alzheimer's and Lewy Body Dementia Diagnosis
by: Chen, Minheng, et al.
Published: (2026)
by: Chen, Minheng, et al.
Published: (2026)
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
by: Wei, Ziquan, et al.
Published: (2024)
by: Wei, Ziquan, et al.
Published: (2024)
Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing
by: Xiao, Yang, et al.
Published: (2025)
by: Xiao, Yang, et al.
Published: (2025)
Representational Similarity via Interpretable Visual Concepts
by: Kondapaneni, Neehar, et al.
Published: (2025)
by: Kondapaneni, Neehar, et al.
Published: (2025)
Reanimating Images using Neural Representations of Dynamic Stimuli
by: Yeung, Jacob, et al.
Published: (2024)
by: Yeung, Jacob, et al.
Published: (2024)
Evaluating Representational Similarity Measures from the Lens of Functional Correspondence
by: Bo, Yiqing, et al.
Published: (2024)
by: Bo, Yiqing, et al.
Published: (2024)
Enhancing Alzheimer's Diagnosis: Leveraging Anatomical Landmarks in Graph Convolutional Neural Networks on Tetrahedral Meshes
by: Chen, Yanxi, et al.
Published: (2025)
by: Chen, Yanxi, et al.
Published: (2025)
Brain2Text Decoding Model Reveals the Neural Mechanisms of Visual Semantic Processing
by: Feng, Feihan, et al.
Published: (2025)
by: Feng, Feihan, et al.
Published: (2025)
Comprehensive Review of EEG-to-Output Research: Decoding Neural Signals into Images, Videos, and Audio
by: Sabharwal, Yashvir, et al.
Published: (2024)
by: Sabharwal, Yashvir, et al.
Published: (2024)
UltraLIF: Fully Differentiable Spiking Neural Networks via Ultradiscretization and Max-Plus Algebra
by: Miñoza, Jose Marie Antonio
Published: (2026)
by: Miñoza, Jose Marie Antonio
Published: (2026)
Multigranular Evaluation for Brain Visual Decoding
by: Xia, Weihao, et al.
Published: (2025)
by: Xia, Weihao, et al.
Published: (2025)
SurfAge-Net: A Hierarchical Surface-Based Network for Interpretable Fine-Grained Brain Age Prediction
by: He, Rongzhao, et al.
Published: (2026)
by: He, Rongzhao, et al.
Published: (2026)
Predicting Infant Brain Connectivity with Federated Multi-Trajectory GNNs using Scarce Data
by: Pistos, Michalis, et al.
Published: (2024)
by: Pistos, Michalis, et al.
Published: (2024)
Template-Based Cortical Surface Reconstruction with Minimal Energy Deformation
by: Madlindl, Patrick, et al.
Published: (2025)
by: Madlindl, Patrick, et al.
Published: (2025)
Improving Liver Disease Diagnosis with SNNDeep: A Custom Spiking Neural Network Using Diverse Learning Algorithms
by: Rudnicka, Zofia, et al.
Published: (2025)
by: Rudnicka, Zofia, et al.
Published: (2025)
Community-Level Modeling of Gyral Folding Patterns for Robust and Anatomically Informed Individualized Brain Mapping
by: Chen, Minheng, et al.
Published: (2026)
by: Chen, Minheng, et al.
Published: (2026)
Self-Attention-Based Contextual Modulation Improves Neural System Identification
by: Lin, Isaac, et al.
Published: (2024)
by: Lin, Isaac, et al.
Published: (2024)
ConnectomeDiffuser: Generative AI Enables Brain Network Construction from Diffusion Tensor Imaging
by: Chen, Xuhang, et al.
Published: (2025)
by: Chen, Xuhang, et al.
Published: (2025)
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
by: Scotti, Paul S., et al.
Published: (2024)
by: Scotti, Paul S., et al.
Published: (2024)
Continual Learning and Catastrophic Forgetting
by: van de Ven, Gido M., et al.
Published: (2024)
by: van de Ven, Gido M., et al.
Published: (2024)
Implicit neural representations for larval zebrafish brain microscopy: a reproducible benchmark on the MapZebrain atlas
by: Pregowska, Agnieszka
Published: (2026)
by: Pregowska, Agnieszka
Published: (2026)
Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model
by: Dong, Zijian, et al.
Published: (2024)
by: Dong, Zijian, et al.
Published: (2024)
Does Object Binding Naturally Emerge in Large Pretrained Vision Transformers?
by: Li, Yihao, et al.
Published: (2025)
by: Li, Yihao, et al.
Published: (2025)
How does longer temporal context enhance multimodal narrative video processing in the brain?
by: Jindal, Prachi, et al.
Published: (2026)
by: Jindal, Prachi, et al.
Published: (2026)
Can We Talk Models Into Seeing the World Differently?
by: Gavrikov, Paul, et al.
Published: (2024)
by: Gavrikov, Paul, et al.
Published: (2024)
Intriguing properties of generative classifiers
by: Jaini, Priyank, et al.
Published: (2023)
by: Jaini, Priyank, et al.
Published: (2023)
Structural features of the fly olfactory circuit mitigate the stability-plasticity dilemma in continual learning
by: Zou, Heming, et al.
Published: (2025)
by: Zou, Heming, et al.
Published: (2025)
Streamline tractography of the fetal brain in utero with machine learning
by: Liu, Weide, et al.
Published: (2024)
by: Liu, Weide, et al.
Published: (2024)
Comparing supervised learning dynamics: Deep neural networks match human data efficiency but show a generalisation lag
by: Huber, Lukas S., et al.
Published: (2024)
by: Huber, Lukas S., et al.
Published: (2024)
Human alignment of neural network representations
by: Muttenthaler, Lukas, et al.
Published: (2022)
by: Muttenthaler, Lukas, et al.
Published: (2022)
Voxel-Level Brain States Prediction Using Swin Transformer
by: Sun, Yifei, et al.
Published: (2025)
by: Sun, Yifei, et al.
Published: (2025)
ConnectomeBench: Can LLMs Proofread the Connectome?
by: Brown, Jeff, et al.
Published: (2025)
by: Brown, Jeff, et al.
Published: (2025)
Representational Difference Explanations
by: Kondapaneni, Neehar, et al.
Published: (2025)
by: Kondapaneni, Neehar, et al.
Published: (2025)
Learning to Chain Operations by Routing Information Through a Global Workspace
by: Chateau-Laurent, Hugo, et al.
Published: (2025)
by: Chateau-Laurent, Hugo, et al.
Published: (2025)
Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting
by: Stoyanov, Ivan, et al.
Published: (2025)
by: Stoyanov, Ivan, et al.
Published: (2025)
Binding Dynamics in Rotating Features
by: Löwe, Sindy, et al.
Published: (2024)
by: Löwe, Sindy, et al.
Published: (2024)
Similar Items
-
Probing Human Visual Robustness with Neurally-Guided Deep Neural Networks
by: Shao, Zhenan, et al.
Published: (2024) -
Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data
by: Hosseini, Mohammad, et al.
Published: (2025) -
Foveated Retinotopy Improves Classification and Localization in Convolutional Neural Networks
by: Jérémie, Jean-Nicolas, et al.
Published: (2024) -
Higher-Order Convolution Improves Neural Predictivity in the Retina
by: Azeglio, Simone, et al.
Published: (2025) -
Probability-Invariant Random Walk Learning on Gyral Folding-Based Cortical Similarity Networks for Alzheimer's and Lewy Body Dementia Diagnosis
by: Chen, Minheng, et al.
Published: (2026)