conftrace_

Sumit Kumar Jha

5 papers · 2022–2025 · 5 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

AAAI (1) AISTATS (1) ICLR (1) ICML (1) WACV (1)

Top co-authors

Rickard Ewetz (5) Md Rubel Ahmed (2) Chase Walker (2) M Shifat Hossain (1) Fazle Rahat (1) Alvaro Velasquez (1) Arvind Ramanathan (1) Susmit Jha (1) Dominic Simon (1) William H English (1)

Keywords

image classification (1) data augmentation (1) saliency map (1) diffusion model (1) stochastic differential equation (1) generative ai (1) integrated gradient (1) attribution method (1) segmentation model (1) neural network (1) prompt diversity (1)

Papers

Explaining ViTs Using Information Flow AISTATS 2025 Metric-Driven Attributions for Vision Transformers ICLR 2025 Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs ICML 2025 Data Augmentation for Image Classification using Generative AI WACV 2025 Shaping Noise for Robust Attributions in Neural Stochastic Differential Equations AAAI 2022