Concepedia

Nupur Kumari

NK

8

Publications

783

Citations

8

H-Index

2019

Active since

Affiliations

Adobe Systems (United States)(Current)

Carnegie Mellon University

Indian Institute of Technology Hyderabad

Tsinghua University

Nupur Kumari is an author at Adobe Systems (United States) specializing in computer science, deep learning, and machine learning.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningPattern RecognitionArtificial IntelligenceImage AnalysisText MiningComputer Vision

Publications per year

2019–2024

8

Publications

8

Multi-Concept Customization of Text-to-Image Diffusion

Nupur Kumari, Bingliang Zhang, Richard Zhang et al. · 2023 · 502 citations

Artificial Intelligence, Llm Fine-tuning, Engineering +21

Ablating Concepts in Text-to-Image Diffusion Models

Nupur Kumari, Bingliang Zhang, Sheng-Yu Wang et al. · 2023 · 84 citations

Artificial Intelligence, Engineering, Machine Learning +23

Ensembling Off-the-shelf Models for GAN Training

Nupur Kumari, Richard Zhang, Eli Shechtman et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 71 citations

Charting the Right Manifold: Manifold Mixup for Few-shot Learning

Puneet Mangla, Mayank Singh, Abhishek Sinha et al. · 2020 · 37 citations · Full text

Few-shot Learning, Engineering, Machine Learning +16

Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models

Nupur Kumari, Mayank Singh, Abhishek Sinha et al. · 2019 · 32 citations · Full text

Artificial Intelligence, Data Augmentation, Engineering +14

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