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Source: davidstutz.de / Blog Archives • David Stutz

https://davidstutz.de/category/blog/
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Vanderbilt Machine Learning Seminar Talk “Conformal Prediction under Ambiguous Ground Truth” 3 weeks, 6 days ago | davidstutz.de
adapt blog computer vision labels +11
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PRECISE Seminar Talk “Evaluating and Calibrating AI Models with Uncertain Ground Truth” 1 month ago | davidstutz.de
ai models blog center computer vision +10
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TMLR Paper “Conformal Prediction under Ambiguous Ground Truth” 1 month, 1 week ago | davidstutz.de
blog classifier computer vision confidence +12
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ArXiv Pre-Print “Evaluating AI Systems under Uncertain Ground Truth: a Case Study in Dermatology” 1 month, 1 week ago | davidstutz.de
ai systems applications arxiv blog +21
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Interviewed by AI Coffee Break with Letitia 1 month, 1 week ago | davidstutz.de
academia adversarial adversarial machine learning blog +13
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Benchmarking Bit Errors in Quantized Neural Networks with PyTorch 1 month, 3 weeks ago | davidstutz.de
adversarial adversarial machine learning article articles +19
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My Impressions (and Application) of the Heidelberg Laureate Forum 2023 2 months ago | davidstutz.de
academia application blog career +12
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Awarded DAGM MVTec Dissertation Award 2023 2 months, 1 week ago | davidstutz.de
academia academic adversarial machine learning association +15
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Simple Adversarial Transformations in PyTorch 2 months, 3 weeks ago | davidstutz.de
adversarial machine learning article blog comparison +7
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Adversarial Patches and Frames in PyTorch 2 months, 4 weeks ago | davidstutz.de
adversarial machine learning article blog deep learning +9
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Distal Adversarial Examples Against Neural Networks in PyTorch 3 months ago | davidstutz.de
article blog computing confidence +10
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Proper Robustness Evaluation of Confidence-Calibrated Adversarial Training in PyTorch 4 months, 2 weeks ago | davidstutz.de
adversarial attacks adversarial machine learning attacks blog +12
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Guest on Jay Shah’s Machine Learning Podcast 5 months, 1 week ago | davidstutz.de
academia blog career conversation +10
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Generalizing Adversarial Robustness with Confidence-Calibrated Adversarial Training in PyTorch 5 months, 1 week ago | davidstutz.de
adversarial machine learning article blog computer vision +11
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47.9% Robust Test Error on CIFAR10 with Adversarial Training and PyTorch 5 months, 3 weeks ago | davidstutz.de
adversarial machine learning article blog compute +8
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Some Research Ideas for Conformal Training 6 months, 3 weeks ago | davidstutz.de
article blog deep learning ideas +9
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Lp Adversarial Examples using Projected Gradient Descent in PyTorch 6 months, 3 weeks ago | davidstutz.de
adversarial attacks adversarial machine learning article attacks +13
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2.56% Test Error on CIFAR-10 using PyTorch and AutoAugment 7 months, 1 week ago | davidstutz.de
art article augmentation benchmarks +20
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Loading and Saving PyTorch Models Without Knowing the Architecture in Advance 7 months, 1 week ago | davidstutz.de
advance architecture architectures article +12
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Monitoring PyTorch Training using Tensorboard 7 months, 1 week ago | davidstutz.de
article blog code david +17
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Updated Results for Confidence-Calibrated Adversarial Training 8 months ago | davidstutz.de
adversarial machine learning article attacks blog +7
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Thoroughly Spell-Checking a PhD Thesis 8 months, 3 weeks ago | davidstutz.de
article bash blog check +10
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Python Scripts to Prepare ArXiv Submissions 9 months, 3 weeks ago | davidstutz.de
academia article arxiv blog +6
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A PhD in Numbers 11 months ago | davidstutz.de
article blog career david +11
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What I Learned About PhD Programs — Updated 4 Years Later 1 year ago | davidstutz.de
blog career phd
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PhD Thesis on Robustness and Uncertainty in Deep Learning 1 year ago | davidstutz.de
adversarial machine learning blog computer vision deep learning +6
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PhD Defense Slides and Lessons Learned 1 year, 1 month ago | davidstutz.de
blog defense lessons learned phd +1
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How I Prepared for DeepMind and Google AI Research Internship Interviews in 2019 1 year, 2 months ago | davidstutz.de
ai research artificial intelligence blog career +9
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How I prepared for DeepMind and Google AI research internship interviews in 2019 1 year, 2 months ago | davidstutz.de
ai research artificial intelligence blog career +9
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Code Released: Conformal Training 1 year, 3 months ago | davidstutz.de
blog code computer vision haiku +4
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ICML 2022 Art of Robustness Paper “On Fragile Features and Batch Normalization in Adversarial Training” 1 year, 4 months ago | davidstutz.de
adversarial machine learning art blog computer vision +8
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Machine Learning Security Seminar Talk “Relating Adversarially Robust Generalization to Flat Minima” 2 years ago | davidstutz.de
adversarial machine learning blog deep learning learning +5
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International Seminar on Distribution-Free Statistics Talk “Conformal Training: Learning Optimal Conformal Classifiers” 2 years ago | davidstutz.de
blog deep learning distribution learning +6
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Code Released: Adversarial Robust Generalization and Flatness 2 years, 1 month ago | davidstutz.de
adversarial machine learning blog code computer vision +3
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Math Machine Learning Seminar of MPI MiS and UCLA Talk “Relating Adversarial Robustness and Weight … 2 years, 1 month ago | davidstutz.de
adversarial machine learning blog computer vision deep learning +8
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ArXiv Pre-Print “Learning Optimal Conformal Classifiers” 2 years, 1 month ago | davidstutz.de
arxiv blog deep learning learning +2
Bl
Recorded ICCV’21 Talk “Relating Adversarially Robust Generalization to Flat Minima” 2 years, 1 month ago | davidstutz.de
adversarial machine learning blog computer vision deep learning +4
Bl
Qualcomm Innovation Fellowship Talk “Confidence-Calibrated Adversarial Training and Random Bit Error Training” 2 years, 4 months ago | davidstutz.de
adversarial machine learning blog computer vision confidence +8
Bl
Recorded CVPR’21 CV-AML Workshop Outstanding Paper Talk “Bit Error Robustness for Energy-Efficient DNN Accelerators” 2 years, 5 months ago | davidstutz.de
blog computer vision cv deep learning +5
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ArXiv Pre-Print “Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN Accelerators” 2 years, 6 months ago | davidstutz.de
adversarial machine learning arxiv blog computer vision +6
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ArXiv Pre-Print “Relating Adversarially Robust Generalization to Flat Minima” 2 years, 7 months ago | davidstutz.de
adversarial machine learning arxiv blog computer vision +3

Nothing found.

Items published with this topic over the last 90 days.

Latest

Bl
Vanderbilt Machine Learning Seminar Talk “Conformal Prediction under Ambiguous Ground Truth” 3 weeks, 6 days ago | davidstutz.de
adapt blog computer vision labels +11
Bl
PRECISE Seminar Talk “Evaluating and Calibrating AI Models with Uncertain Ground Truth” 1 month ago | davidstutz.de
ai models blog center computer vision +10
Bl
TMLR Paper “Conformal Prediction under Ambiguous Ground Truth” 1 month, 1 week ago | davidstutz.de
blog classifier computer vision confidence +12
Bl
ArXiv Pre-Print “Evaluating AI Systems under Uncertain Ground Truth: a Case Study in Dermatology” 1 month, 1 week ago | davidstutz.de
ai systems applications arxiv blog +21
Bl
Interviewed by AI Coffee Break with Letitia 1 month, 1 week ago | davidstutz.de
academia adversarial adversarial machine learning blog +13
Bl
Benchmarking Bit Errors in Quantized Neural Networks with PyTorch 1 month, 3 weeks ago | davidstutz.de
adversarial adversarial machine learning article articles +19
Bl
My Impressions (and Application) of the Heidelberg Laureate Forum 2023 2 months ago | davidstutz.de
academia application blog career +12
Bl
Awarded DAGM MVTec Dissertation Award 2023 2 months, 1 week ago | davidstutz.de
academia academic adversarial machine learning association +15
Bl
Simple Adversarial Transformations in PyTorch 2 months, 3 weeks ago | davidstutz.de
adversarial machine learning article blog comparison +7
Bl
Adversarial Patches and Frames in PyTorch 2 months, 4 weeks ago | davidstutz.de
adversarial machine learning article blog deep learning +9
Bl
Distal Adversarial Examples Against Neural Networks in PyTorch 3 months ago | davidstutz.de
article blog computing confidence +10
Bl
Proper Robustness Evaluation of Confidence-Calibrated Adversarial Training in PyTorch 4 months, 2 weeks ago | davidstutz.de
adversarial attacks adversarial machine learning attacks blog +12
Bl
Guest on Jay Shah’s Machine Learning Podcast 5 months, 1 week ago | davidstutz.de
academia blog career conversation +10
Bl
Generalizing Adversarial Robustness with Confidence-Calibrated Adversarial Training in PyTorch 5 months, 1 week ago | davidstutz.de
adversarial machine learning article blog computer vision +11
Bl
47.9% Robust Test Error on CIFAR10 with Adversarial Training and PyTorch 5 months, 3 weeks ago | davidstutz.de
adversarial machine learning article blog compute +8
Bl
Some Research Ideas for Conformal Training 6 months, 3 weeks ago | davidstutz.de
article blog deep learning ideas +9
Bl
Lp Adversarial Examples using Projected Gradient Descent in PyTorch 6 months, 3 weeks ago | davidstutz.de
adversarial attacks adversarial machine learning article attacks +13
Bl
2.56% Test Error on CIFAR-10 using PyTorch and AutoAugment 7 months, 1 week ago | davidstutz.de
art article augmentation benchmarks +20
Bl
Loading and Saving PyTorch Models Without Knowing the Architecture in Advance 7 months, 1 week ago | davidstutz.de
advance architecture architectures article +12
Bl
Monitoring PyTorch Training using Tensorboard 7 months, 1 week ago | davidstutz.de
article blog code david +17
Bl
Updated Results for Confidence-Calibrated Adversarial Training 8 months ago | davidstutz.de
adversarial machine learning article attacks blog +7
Bl
Thoroughly Spell-Checking a PhD Thesis 8 months, 3 weeks ago | davidstutz.de
article bash blog check +10
Bl
Python Scripts to Prepare ArXiv Submissions 9 months, 3 weeks ago | davidstutz.de
academia article arxiv blog +6
Bl
A PhD in Numbers 11 months ago | davidstutz.de
article blog career david +11
Bl
What I Learned About PhD Programs — Updated 4 Years Later 1 year ago | davidstutz.de
blog career phd
Bl
PhD Thesis on Robustness and Uncertainty in Deep Learning 1 year ago | davidstutz.de
adversarial machine learning blog computer vision deep learning +6
Bl
PhD Defense Slides and Lessons Learned 1 year, 1 month ago | davidstutz.de
blog defense lessons learned phd +1
Bl
How I Prepared for DeepMind and Google AI Research Internship Interviews in 2019 1 year, 2 months ago | davidstutz.de
ai research artificial intelligence blog career +9
Bl
How I prepared for DeepMind and Google AI research internship interviews in 2019 1 year, 2 months ago | davidstutz.de
ai research artificial intelligence blog career +9
Bl
Code Released: Conformal Training 1 year, 3 months ago | davidstutz.de
blog code computer vision haiku +4
Bl
ICML 2022 Art of Robustness Paper “On Fragile Features and Batch Normalization in Adversarial Training” 1 year, 4 months ago | davidstutz.de
adversarial machine learning art blog computer vision +8
Bl
Machine Learning Security Seminar Talk “Relating Adversarially Robust Generalization to Flat Minima” 2 years ago | davidstutz.de
adversarial machine learning blog deep learning learning +5
Bl
International Seminar on Distribution-Free Statistics Talk “Conformal Training: Learning Optimal Conformal Classifiers” 2 years ago | davidstutz.de
blog deep learning distribution learning +6
Bl
Code Released: Adversarial Robust Generalization and Flatness 2 years, 1 month ago | davidstutz.de
adversarial machine learning blog code computer vision +3
Bl
Math Machine Learning Seminar of MPI MiS and UCLA Talk “Relating Adversarial Robustness and Weight … 2 years, 1 month ago | davidstutz.de
adversarial machine learning blog computer vision deep learning +8
Bl
ArXiv Pre-Print “Learning Optimal Conformal Classifiers” 2 years, 1 month ago | davidstutz.de
arxiv blog deep learning learning +2
Bl
Recorded ICCV’21 Talk “Relating Adversarially Robust Generalization to Flat Minima” 2 years, 1 month ago | davidstutz.de
adversarial machine learning blog computer vision deep learning +4
Bl
Qualcomm Innovation Fellowship Talk “Confidence-Calibrated Adversarial Training and Random Bit Error Training” 2 years, 4 months ago | davidstutz.de
adversarial machine learning blog computer vision confidence +8
Bl
Recorded CVPR’21 CV-AML Workshop Outstanding Paper Talk “Bit Error Robustness for Energy-Efficient DNN Accelerators” 2 years, 5 months ago | davidstutz.de
blog computer vision cv deep learning +5
Bl
ArXiv Pre-Print “Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN Accelerators” 2 years, 6 months ago | davidstutz.de
adversarial machine learning arxiv blog computer vision +6
Bl
ArXiv Pre-Print “Relating Adversarially Robust Generalization to Flat Minima” 2 years, 7 months ago | davidstutz.de
adversarial machine learning arxiv blog computer vision +3

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