Piyush Kumar
5 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(15)
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Conference Pioneer
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Research topics
Keywords
ensemble learning
(1)
structured prediction
(1)
uncertainty quantification
(1)
in-context learning
(1)
constrained inference
(1)
synthetic data generation
(1)
generative model
(1)
diffusion model
(1)
bias mitigation
(1)
foundation model
(1)
low-rank adaptation
(1)
generalization gap
(1)
counterfactual fairness
(1)
graph reconstruction
(1)
model debiasing
(1)
data reweighting
(1)
chest radiograph
(1)
fully convolutional network
(1)
aerial imagery
(1)
label constraint
(1)
Papers
A Diffusion-Driven Fine-Grained Nodule Synthesis Framework for Enhanced Lung Nodule Detection from Chest Radiographs
MIDL 2026
Prior-Fitted Functional Flows: In-Context Generative Models for Pharmacokinetics
UAI 2026
Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble
EMNLP 2024
On Regularization and Inference with Label Constraints
ICML 2023
Reconstructing Road Network Graphs from both Aerial Lidar and Images
WACV 2020