Mayank Goswami
8 papers · 2013–2023 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Conference Pioneer
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Research topics
Machine Learning
(6)
Learning Types
(5)
Optimization & Theory Β· Machine Learning
(3)
Deep Learning
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Core AI
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory Β· Deep Learning
(1)
Techniques
(1)
Keywords
label noise
(4)
noisy label
(2)
3d reconstruction
(1)
semantic segmentation
(1)
model security
(1)
noisy label learning
(1)
supervised learning
(1)
riemannian metric
(1)
feature matching
(1)
medical image segmentation
(1)
topological data analysis
(1)
adversarial machine learning
(1)
algorithmic stability
(1)
surface registration
(1)
stochastic gradient descent
(1)
generalization bound
(1)
deep neural network
(1)
learning theory
(1)
spatial correlation
(1)
statistical learning
(1)
Papers
Learning to Segment from Noisy Annotations: A Spatial Correction Approach
ICLR 2023
A Manifold View of Adversarial Risk
AISTATS 2022
Stability of SGD: Tightness analysis and improved bounds
UAI 2022
Learning with Feature-Dependent Label Noise: A Progressive Approach
ICLR 2021
Topological Detection of Trojaned Neural Networks
NeurIPS 2021
A Topological Filter for Learning with Label Noise
NeurIPS 2020
Error-Bounded Correction of Noisy Labels
ICML 2020
Geometric Registration Based on Distortion Estimation
ICCV 2013