Piyush Kumar
4 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
🚀
Conference Pioneer
Conferences
EMNLP (1)
ICML (1)
MIDL (1)
WACV (1)
Top co-authors
Keywords
ensemble learning
(1)
structured prediction
(1)
constrained inference
(1)
synthetic data generation
(1)
diffusion model
(1)
bias mitigation
(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)
lung nodule detection
(1)
road network reconstruction
(1)
text safety classifier
(1)
fairness-aware ensemble
(1)
Papers
A Diffusion-Driven Fine-Grained Nodule Synthesis Framework for Enhanced Lung Nodule Detection from Chest Radiographs
MIDL 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