Mangal Prakash
7 papers · 2020–2025 · 3 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
(16)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Application Areas
(4)
Computer Vision
(3)
Healthcare & Medicine
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Processing
(2)
Research
(2)
Mathematics & Optimization
(1)
Analysis
(1)
Core Methods
(1)
Mathematics
(1)
Keywords
unsupervised learning
(2)
variational autoencoder
(2)
image denoising
(2)
instance segmentation
(1)
hierarchical representation
(1)
rotation
(1)
biomarker discovery
(1)
cell tracking
(1)
translation
(1)
bias mitigation
(1)
language model
(1)
training data
(1)
informative prior
(1)
noise model
(1)
optical character recognition
(1)
hierarchical encoding
(1)
messenger rna
(1)
geometric context
(1)
gene regulatory network inference
(1)
primal-dual solver
(1)
Papers
Beyond Sequence: Impact of Geometric Context for RNA Property Prediction
ICLR 2025
Geometric Hyena Networks for Large-scale Equivariant Learning
ICML 2025
HELM: Hierarchical Encoding for mRNA Language Modeling
ICLR 2025
InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference
ICML 2025
Interpretable Unsupervised Diversity Denoising and Artefact Removal
ICLR 2022
Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders
ICLR 2021
A Primal-Dual Solver for Large-Scale Tracking-by-Assignment
AISTATS 2020