Sumit Jha
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
π£
Hot Topic Early Bird
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Keyword Champion
(2)
Conferences
IJCAI (2)
WACV (2)
AAAI (1)
Top co-authors
Keywords
neural stochastic differential equation
(2)
integrated gradient
(2)
attribution method
(2)
explainable ai
(1)
feature attribution
(1)
neural network optimization
(1)
model interpretability
(1)
gradient computation
(1)
image inpainting
(1)
dynamical system
(1)
convolutional neural network
(1)
deep neural network
(1)
foundation model
(1)
stochastic differential equation
(1)
filter pruning
(1)
residual network
(1)
zero-shot detection
(1)
structured pruning
(1)
parameter reduction
(1)
common sense reasoning
(1)
Papers
Zero-Shot Detection of Out-of-Context Objects using Foundation Models
WACV 2025
Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision
AAAI 2024
Torque Based Structured Pruning for Deep Neural Network
WACV 2024
ExplainIt!: A Tool for Computing Robust Attributions of DNNs
IJCAI 2022
On Smoother Attributions using Neural Stochastic Differential Equations
IJCAI 2021