Amita Kamath
7 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird ❓ The Questioner
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Trend Setter
Venues
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Research topics
Keywords
vision-language model
(4)
multimodal learning
(2)
transfer learning
(1)
domain adaptation
(1)
visual question answering
(1)
question answering
(1)
confidence calibration
(1)
out-of-domain detection
(1)
efficient inference
(1)
selective prediction
(1)
benchmark dataset
(1)
foundation model
(1)
out-of-distribution detection
(1)
matryoshka representation
(1)
spatial reasoning
(1)
text encoder
(1)
domain shift
(1)
visual token compression
(1)
spatial relation
(1)
image caption
(1)
Papers
Matryoshka Query Transformer for Large Vision-Language Models
NeurIPS 2024
The Hard Positive Truth about Vision-Language Compositionality
ECCV 2024
Text encoders bottleneck compositionality in contrastive vision-language models
EMNLP 2023
What’s “up” with vision-language models? Investigating their struggle with spatial reasoning
EMNLP 2023
Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture
CVPR 2022
Webly Supervised Concept Expansion for General Purpose Vision Models
ECCV 2022
Selective Question Answering under Domain Shift
ACL 2020