Deepak Venugopal
14 papers · 2012–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (8) π Academic Marathon (13) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(36)
π§
Keyword Pioneer
π
Conference Polyglot
(8)
π
Keyword Champion
(2)
π
Trend Setter
π
Century Club
(14)
π
Conference Pioneer
Conferences
AISTATS (3)
NIPS (3)
COLING (2)
EMNLP (2)
AAAI (1)
ACL (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
markov logic network
(8)
lifted inference
(6)
first-order logic
(4)
probabilistic graphical model
(3)
graphical model
(3)
joint inference
(2)
map inference
(2)
statistical relational learning
(2)
gibbs sampling
(2)
conversational ai
(1)
markov chain monte carlo
(1)
information extraction
(1)
relational learning
(1)
importance sampling
(1)
symmetry
(1)
coreference resolution
(1)
visual question answering
(1)
probabilistic reasoning
(1)
event coreference resolution
(1)
linear programming
(1)
Papers
Analyzing the Sensitivity of Vision Language Models in Visual Question Answering
ACL 2025
Reparameterizing Hybrid Markov Logic Networks to handle Covariate-Shift in Representations
UAI 2025
Adaptive Rao-Blackwellisation in Gibbs Sampling for Probabilistic Graphical Models
AISTATS 2019
On Lifted Inference Using Neural Embeddings
AAAI 2019
Efficient Weight Learning in High-Dimensional Untied MLNs
AISTATS 2018
Efficient Inference for Untied MLNs
IJCAI 2017
Joint Inference for Event Coreference Resolution
COLING 2016
Advanced Markov Logic Techniques for Scalable Joint Inference in NLP
EMNLP 2016
Joint Inference for Mode Identification in Tutorial Dialogues
COLING 2016
Scaling-up Importance Sampling for Markov Logic Networks
NIPS 2014
Lifted MAP Inference for Markov Logic Networks
AISTATS 2014
Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features
EMNLP 2014
An Integer Polynomial Programming Based Framework for Lifted MAP Inference
NIPS 2014
On Lifting the Gibbs Sampling Algorithm
NIPS 2012