Orchid Majumder
5 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Trend Setter
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Learning Paradigms
(2)
Computer Vision
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
semi-supervised learning
(1)
image generation
(1)
transfer learning
(1)
domain adaptation
(1)
feature extraction
(1)
hyperparameter optimization
(1)
text-to-image generation
(1)
online algorithm
(1)
diffusion model
(1)
deep neural network
(1)
scaling law
(1)
model scaling
(1)
adversarial example
(1)
compute efficiency
(1)
learning rate schedule
(1)
neural network
(1)
unique information
(1)
stochastic neighborhood embedding
(1)
modified hausdorff distance
(1)
linearized network
(1)
Papers
On the Scalability of Diffusion-based Text-to-Image Generation
CVPR 2024
Estimating informativeness of samples with Smooth Unique Information
ICLR 2021
Incremental Few-Shot Meta-Learning via Indirect Discriminant Alignment
ECCV 2020
Marthe: Scheduling the Learning Rate Via Online Hypergradients
IJCAI 2020
d-SNE: Domain Adaptation Using Stochastic Neighborhood Embedding
CVPR 2019