Adyasha Maharana
13 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
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Dynamic Duo
(13)
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
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Research topics
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(7)
Application Areas
(6)
Natural Language Processing
(5)
Deep Learning
(4)
Computer Vision
(3)
Applications
(3)
Generation Β· Natural Language Processing
(3)
Learning Types Β· Machine Learning
(3)
Architectures
(2)
Generation Β· Computer Vision
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Knowledge & Reasoning
(1)
Keywords
multimodal learning
(3)
commonsense reasoning
(3)
data augmentation
(3)
multimodal model
(2)
text generation
(2)
story visualization
(2)
knowledge graph
(2)
domain adaptation
(1)
variational inference
(1)
continual learning
(1)
text-to-image synthesis
(1)
self-supervised learning
(1)
video captioning
(1)
commonsense knowledge
(1)
domain generalization
(1)
reading comprehension
(1)
video understanding
(1)
coreset selection
(1)
adversarial training
(1)
graph generation
(1)
Papers
Adapt-β: Scalable Continual Multimodal Instruction Tuning via Dynamic Data Selection
ICLR 2025
D^2 Pruning: Message Passing for Balancing Diversity & Difficulty in Data Pruning
ICLR 2024
Evaluating Very Long-Term Conversational Memory of LLM Agents
ACL 2024
Debiasing Multimodal Models via Causal Information Minimization
EMNLP 2023
GraDA: Graph Generative Data Augmentation for Commonsense Reasoning
COLING 2022
GraDA: Graph Generative Data Augmentation for Commonsense Reasoning
NAACL 2022
Multimodal Intent Discovery from Livestream Videos
NAACL 2022
On Curriculum Learning for Commonsense Reasoning
NAACL 2022
StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story Continuation
ECCV 2022
Analysis of Tree-Structured Architectures for Code Generation
ACL 2021
Improving Generation and Evaluation of Visual Stories via Semantic Consistency
NAACL 2021
Integrating Visuospatial, Linguistic, and Commonsense Structure into Story Visualization
EMNLP 2021
Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading Comprehension
EMNLP 2020