Chase Walker

4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (6)

Conferences

AAAI (1) AISTATS (1) ICLR (1) IJCAI (1)

Top co-authors

Rickard Ewetz (4) Kenny Chen (2) Sumit Kumar Jha (2) Dominic Simon (1) Md Rubel Ahmed (1) Sumit Jha (1)

Keywords

model interpretability (1) gradient computation (1) image classifier (1) integrated gradient (1) attribution map (1) neural network explanation (1) saturation problem (1) attribution quality (1) magnitude alignment (1) perturbation test (1) gradient integration (1)

Papers

Explaining ViTs Using Information Flow AISTATS 2025

Metric-Driven Attributions for Vision Transformers ICLR 2025

Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision AAAI 2024

Attribution Quality Metrics with Magnitude Alignment IJCAI 2024