Sumit Kumar Jha
6 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(3)
Computer Vision
(2)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
vision transformer
(2)
attribution method
(2)
image classification
(2)
machine unlearning
(1)
feature attribution
(1)
gradient-based method
(1)
saliency map
(1)
natural language
(1)
diffusion model
(1)
language model
(1)
stochastic differential equation
(1)
temporal logic
(1)
model explanation
(1)
generative ai
(1)
concept forgetting
(1)
patch embedding
(1)
integrated gradient
(1)
information flow
(1)
translation accuracy
(1)
segmentation model
(1)
Papers
Selective Amnesia using Contrastive Subnet Erasure for Class Level Unlearning in Vision Models
CVPR 2026
Data Augmentation for Image Classification using Generative AI
WACV 2025
Explaining ViTs Using Information Flow
AISTATS 2025
Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs
ICML 2025
Metric-Driven Attributions for Vision Transformers
ICLR 2025
Shaping Noise for Robust Attributions in Neural Stochastic Differential Equations
AAAI 2022