Durga Toshniwal
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Research topics
Machine Learning
(3)
Learning Types
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Domain-Specific
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
contrastive learning
(2)
semantic segmentation
(1)
computer vision
(1)
text classification
(1)
hierarchical text classification
(1)
semantic alignment
(1)
deep learning
(1)
label hierarchy
(1)
hyperbolic embedding
(1)
hyperbolic space
(1)
emotion classification
(1)
social media
(1)
cross-domain transfer
(1)
transformer model
(1)
road damage detection
(1)
age detection
(1)
self-reported age
(1)
image classification
(1)
instance-specific relationship
(1)
Papers
HyILR: Hyperbolic Instance-Specific Local Relationships for Hierarchical Text Classification
ACL 2025
Semantic alignment in hyperbolic space for fine-grained emotion classification
ACL 2025
IITRoorkee@SMM4H 2024 Cross-Platform Age Detection in Twitter and Reddit Using Transformer-Based Model
ACL 2024
AI-Driven Road Condition Monitoring across Multiple Nations
AAAI 2022