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Sumit Kumar Jha

7 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

WACV ×2AAAI ×1ACL ×1AISTATS ×1ICLR ×1ICML ×1

Frequent coauthors

Rickard Ewetz
×5
Chase Walker
×3
Nathaniel D. Bastian
×2
Alvaro Velasquez
×2
Susmit Jha
×2
Md Rubel Ahmed
×2
Vishal Pramanik
×1
Maisha Maliha
×1
Fazle Rahat
×1
M. Shifat Hossain
×1
William H. English
×1
Dominic Simon
×1

Papers

  1. NSF-CoT: Neuro-Symbolic Formal Verification of Chain-of-Thought Faithfulness in Contextual Question Answering
    ACL 2026 ·
    Vishal Pramanik
    ,
    Maisha Maliha
    ,
    Nathaniel D. Bastian
    ,
    Alvaro Velasquez
    ,
    Susmit Jha
    , Sumit Kumar Jha
  2. Data Augmentation for Image Classification Using Generative AI
    WACV 2025 ·
    Fazle Rahat
    ,
    M. Shifat Hossain
    ,
    Md Rubel Ahmed
    , Sumit Kumar Jha,
    Rickard Ewetz
  3. Explaining ViTs Using Information Flow
    AISTATS 2025 ·
    Chase Walker
    ,
    Md Rubel Ahmed
    , Sumit Kumar Jha,
    Rickard Ewetz
  4. Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs
    ICML 2025 ·
    William H. English
    ,
    Dominic Simon
    , Sumit Kumar Jha,
    Rickard Ewetz
  5. Metric-Driven Attributions for Vision Transformers
    ICLR 2025 ·
    Chase Walker
    , Sumit Kumar Jha,
    Rickard Ewetz
  6. Zero-Shot Detection of Out-of-Context Objects Using Foundation Models
    WACV 2025 ·
    Anirban Roy
    ,
    Adam D. Cobb
    ,
    Ramneet Kaur
    , Sumit Jha,
    Nathaniel D. Bastian
    ,
    Alexander M. Berenbeim
    ,
    Robert H. Thomson
    ,
    Iain Cruickshank
    ,
    Alvaro Velasquez
    ,
    Susmit Jha
  7. Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision
    AAAI 2024 ·
    Chase Walker
    , Sumit Kumar Jha,
    Kenny Chen
    ,
    Rickard Ewetz