Dhruba Ghosh
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion
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The Questioner
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Venues
Top co-authors
Research topics
Deep Learning
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Machine Learning
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Artificial Intelligence
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Core AI
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Learning Types · Deep Learning
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Models
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Computer Vision
(2)
Application Areas
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Architectures
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Learning Types · Machine Learning
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Natural Language Processing
(1)
Analysis
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Core Methods
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Generation
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Learning Paradigms
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Keywords
data filtering
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vision-language model
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zero-shot learning
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transfer learning
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object detection
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visual question answering
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self-supervised learning
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multimodal learning
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text-to-image generation
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instruction tuning
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diffusion model
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semantic embedding
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multimodal dataset
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language model
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image-text pair
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latent space
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language supervision
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compositional generation
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vision encoder
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clip model
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Papers
Data or Language Supervision: What Makes CLIP Better than DINO?
EMNLP 2025
DataComp-LM: In search of the next generation of training sets for language models
NeurIPS 2024
Getting it Right: Improving Spatial Consistency in Text-to-Image Models
ECCV 2024
Why are Visually-Grounded Language Models Bad at Image Classification?
NeurIPS 2024
DataComp: In search of the next generation of multimodal datasets
NeurIPS 2023
GenEval: An object-focused framework for evaluating text-to-image alignment
NeurIPS 2023
Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level
ACL 2021