Aditya Taparia
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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The Questioner
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Research topics
Keywords
generative model
(2)
deep reinforcement learning
(1)
reinforcement learning
(1)
domain adaptation
(1)
integer programming
(1)
human feedback
(1)
model ensemble
(1)
distributional shift
(1)
abductive reasoning
(1)
internal representation
(1)
large language model
(1)
neural network
(1)
implicit communication
(1)
failure mode
(1)
vision-language preference learning
(1)
concept generation
(1)
alignment
(1)
information theory
(1)
large-scale vision and language models
(1)
Papers
Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments
AAAI 2026
ExpressivityBench: Can LLMs Communicate Implicitly?
EACL 2026
Explainable Concept Generation through Vision-Language Preference Learning for Understanding Neural Networks’ Internal Representations
ICML 2025
Failures Are Fated, But Can Be Faded: Characterizing and Mitigating Unwanted Behaviors in Large-Scale Vision and Language Models
ICML 2024