Somdeb Sarkhel
14 papers
· 2014–2025
· 9 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(9)
π
Academic Marathon
(11)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(39)
π
Grand Slam
π§¬
Topic Evolution
π
Trend Setter
π
Conference Pioneer
π
Century Club
(14)
ποΈ
Keyword Collector
(63)
Conferences
ACL (3)
AISTATS (3)
NIPS (2)
AAAI (1)
ICCV (1)
ICLR (1)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
markov logic network
(6)
lifted inference
(5)
map inference
(3)
symmetry detection
(2)
probabilistic graphical model
(2)
multimodal learning
(2)
graphical model
(2)
probabilistic modeling
(1)
approximate inference
(1)
contrastive learning
(1)
visual question answering
(1)
conversational ai
(1)
video generation
(1)
mean field approximation
(1)
relational learning
(1)
image generation
(1)
markov chain monte carlo
(1)
image translation
(1)
natural language processing
(1)
image editing
(1)
Papers
Efficient Inference for Untied MLNs
IJCAI 2017
Lifted MAP Inference for Markov Logic Networks
AISTATS 2014