Vinay Verma
4 papers · 2022–2024 · 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 · Bronze
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Taxonomy Completionist
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Research topics
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
zero-shot learning
(2)
knowledge transfer
(2)
continual learning
(2)
object detection
(1)
multimodal learning
(1)
incremental learning
(1)
class-incremental learning
(1)
document analysis
(1)
generative model
(1)
task incremental learning
(1)
optical character recognition
(1)
model expansion
(1)
gradient-based learning
(1)
task inference
(1)
entity detection
(1)
attribute encoding
(1)
circle loss
(1)
class embedding
(1)
visual domain
(1)
filter expansion
(1)
Papers
CoD: Coherent Detection of Entities From Images With Multiple Modalities
WACV 2024
Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning
WACV 2024
Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning
WACV 2024
Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning
EMNLP 2022