Tanmoy Mukherjee
6 papers · 2016–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
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Research topics
Keywords
unsupervised learning
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
visual question answering
(1)
text generation
(1)
multimodal learning
(1)
rationale extraction
(1)
explanation generation
(1)
sequence classification
(1)
rademacher complexity
(1)
generalization error bound
(1)
recurrent neural network
(1)
language model
(1)
vision-language model
(1)
concept bottleneck
(1)
concept bottleneck model
(1)
aleatoric uncertainty
(1)
model transparency
(1)
cross-lingual mapping
(1)
natural language explanation
(1)
Papers
Credal Concept Bottleneck Models for Epistemic–Aleatoric Uncertainty Decomposition
ACL 2026
Connecting Concept Layers and Rationales to Enhance Language Model Interpretability
EMNLP 2025
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks
CVPR 2022
Generalization error bounds for deep unfolding RNNs
UAI 2021
Learning Unsupervised Word Translations Without Adversaries
EMNLP 2018
Gaussian Visual-Linguistic Embedding for Zero-Shot Recognition
EMNLP 2016