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Neural Redshift: Random Networks are not Random Functions
CVPR 2024 (Oral)
Damien Teney, Armand Nicolicioiu, Valentin Hartmann, Ehsan Abbasnejad
Dec 1, 2023
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Neural Redshift: Random Networks are not Random Functions
Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models
Under submission.
Luca Scimeca, Alexander Rubinstein, Damien Teney, Seong Joon Oh, Armand Nicolicioiu, Yoshua Bengio
Nov 23, 2023
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Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models
Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks
NeurIPS 2023 Workshop on Diffusion Models
Luca Scimeca, Alexander Rubinstein, Armand Nicolicioiu, Damien Teney, Yoshua Bengio
Oct 18, 2023
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Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks
Learning Diverse Features in Vision Transformers for Improved Generalization
ICML Workshop on Spurious Correlations, Invariance and Stability (SCIS @ ICML 2023)
Armand Nicolicioiu, Andrei Liviu Nicolicioiu, Bogdan Alexe, Damien Teney
Jul 29, 2023
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Learning Diverse Features in Vision Transformers for Improved Generalization
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Armand Nicolicioiu, Robert Ford
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An example conference paper