Scholar
Somdeb Sarkhel
Google Scholar ID: ZrJWmUoAAAAJ
Senior Research Scientist
Artificial Intelligence
Graphical Models
Machine Learning
Probabilistic Inference
Statistical Relational Learning
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Citations & Impact
All-time
Citations
425
H-index
10
i10-index
13
Publications
20
Co-authors
74
list available
Publications
12 items
Evaluating VQA in Vision Language Models using Cooperative Principles
2026
Cited
0
Mosaic: Runtime-Efficient Multi-Agent Embodied Planning
2026
Cited
0
MOCHA: Multi-Objective Chebyshev Annealing for Agent Skill Optimization
2026
Cited
0
Rethinking Failure Attribution in Multi-Agent Systems: A Multi-Perspective Benchmark and Evaluation
2026
Cited
0
GT-SVJ: Generative-Transformer-Based Self-Supervised Video Judge For Efficient Video Reward Modeling
2026
Cited
0
Atom: Efficient On-Device Video-Language Pipelines Through Modular Reuse
2025
Cited
0
On Explaining Visual Captioning with Hybrid Markov Logic Networks
2025
Cited
0
Analyzing the Sensitivity of Vision Language Models in Visual Question Answering
2025
Cited
0
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Co-authors
18 total
Saayan Mitra
Principal Research Scientist, Adobe
Deepak Venugopal
The University of Memphis
Viswanathan (Vishy) Swaminathan
Sr. Principal Scientist, Adobe Research
Vibhav Gogate
The University of Texas at Dallas
Ryan A. Rossi
Adobe Research
Parag Singla
Indian Institute of Technology Delhi
Mohammad Maminur Islam
Assistant Professor, Trinity College
Victor S. Bursztyn
Research Scientist, Adobe.
