Shantanu Singh
5 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
drug discovery
(2)
contrastive learning
(1)
zero-shot learning
(1)
link prediction
(1)
semi-supervised learning
(1)
information bottleneck
(1)
object detection
(1)
weakly supervised learning
(1)
feature embedding
(1)
privileged information
(1)
unsupervised representation learning
(1)
convolutional neural network
(1)
variational autoencoder
(1)
single-cell analysis
(1)
property prediction
(1)
molecular representation
(1)
semi-supervised object detection
(1)
in situ sequencing
(1)
teacher-student learning
(1)
graph neural network
(1)
Papers
Learning Molecular Representation in a Cell
ICLR 2025
MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction
NeurIPS 2024
Pseudo-Labeling Enhanced by Privileged Information and Its Application to In Situ Sequencing Images
IJCAI 2023
Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning
MIDL 2019
Weakly Supervised Learning of Single-Cell Feature Embeddings
CVPR 2018