Rajiv Ramnath
6 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Learning Types
(4)
Deep Learning
(3)
Applications · Natural Language Processing
(3)
Application Areas
(2)
Models
(2)
Computer Science
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Applications · Computer Science
(1)
Clinical
(1)
Core Methods
(1)
Generation · Natural Language Processing
(1)
Generation · Computer Vision
(1)
Keywords
query expansion
(2)
information retrieval
(2)
semantic tagging
(2)
few-shot learning
(1)
image generation
(1)
hierarchical learning
(1)
hierarchical classification
(1)
self-supervised learning
(1)
knowledge distillation
(1)
data augmentation
(1)
question answering
(1)
response generation
(1)
multi-label classification
(1)
document retrieval
(1)
query reformulation
(1)
document representation
(1)
diffusion model
(1)
word embedding
(1)
lexical matching
(1)
knowledge retrieval
(1)
Papers
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning
ICLR 2025
TaxaDiffusion: Progressively Trained Diffusion Model for Fine-Grained Species Generation
ICCV 2025
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data
COLING 2024
Retrieval Based Response Letter Generation For a Customer Care Setting
NAACL 2022
Sequence-to-Set Semantic Tagging for Complex Query Reformulation and Automated Text Categorization in Biomedical IR using Self-Attention
ACL 2020
Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR
ACL 2018