Abhirama Subramanyam Penamakuri
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(18)
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Unstoppable · Bronze
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Research topics
Artificial Intelligence
(5)
Core AI
(5)
Natural Language Processing
(4)
Computer Vision
(3)
Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Applications · Computer Vision
(2)
Learning Types · Machine Learning
(2)
Knowledge & Reasoning
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
visual question answering
(4)
vision-language model
(4)
multimodal learning
(3)
image retrieval
(2)
entity linking
(1)
efficient computing
(1)
knowledge base
(1)
model alignment
(1)
knowledge graph
(1)
large multimodal model
(1)
medical diagnosis
(1)
multi-image reasoning
(1)
commonsense reasoning
(1)
dialogue system
(1)
multimodal transformer
(1)
knowledge retrieval
(1)
numerical reasoning
(1)
factual reasoning
(1)
answer generation
(1)
visual text recognition
(1)
Papers
PatientVLM Meets DocVLM: Pre-Consultation Dialogue Between Vision-Language Models for Efficient Diagnosis
AAAI 2026
Mind the (Language) Gap: Towards Probing Numerical and Cross-Lingual Limits of LVLMs
EMNLP 2025
When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs
EMNLP 2025
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant
EMNLP 2024
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering
IJCAI 2023
COFAR: Commonsense and Factual Reasoning in Image Search
AACL 2022