Bhargava Kumar
5 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Venues
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Research topics
Keywords
vision-language model
(2)
conformal prediction
(1)
uncertainty quantification
(1)
multimodal learning
(1)
image captioning
(1)
vision-language alignment
(1)
content moderation
(1)
video understanding
(1)
human decision-making
(1)
prediction set
(1)
semantic robustness
(1)
safety evaluation
(1)
randomized controlled trial
(1)
cultural bia
(1)
coverage guarantee
(1)
fairness auditing
(1)
offensive language
(1)
reference-free metric
(1)
disparate impact
(1)
compositional understanding
(1)
Papers
A Diagnostic Framework for Auditing Reference-Free Vision-Language Metrics
IJCNLP 2025
Conformal Prediction Sets Can Cause Disparate Impact
ICLR 2025
MVTamperBench: Evaluating Robustness of Vision-Language Models
ACL 2025
SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use
NAACL 2025
Conformal Prediction Sets Improve Human Decision Making
ICML 2024