Somdeb Sarkhel
14 papers · 2014–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (11) π Conference Polyglot (9) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (11)
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Cross-Pollinator
(11)
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Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(39)
π
Grand Slam
π§¬
Topic Evolution
π
Trend Setter
π
Conference Pioneer
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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
SKALD: Learning-Based Shot Assembly for Coherent Multi-Shot Video Creation
ICCV 2025
Reparameterizing Hybrid Markov Logic Networks to handle Covariate-Shift in Representations
UAI 2025
VISIAR: Empower MLLM for Visual Story Ideation
ACL 2025
Analyzing the Sensitivity of Vision Language Models in Visual Question Answering
ACL 2025
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
ICLR 2024
TAME-RD: Text Assisted Replication of Image Multi-Adjustments for Reverse Designing
ACL 2024
Flash: Concept Drift Adaptation in Federated Learning
ICML 2023
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
Fast Lifted MAP Inference via Partitioning
NIPS 2015
An Integer Polynomial Programming Based Framework for Lifted MAP Inference
NIPS 2014
Lifted MAP Inference for Markov Logic Networks
AISTATS 2014