Simon Walsh

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🚀 Conference Pioneer

Venues

MICCAI (2) IJCAI (1) WACV (1)

Top co-authors

Yingying Fang (4) Guang Yang (4) Zihao Jin (3) Caiwen Xu (2) Shuang Wu (2) Zhi Li (1) Jinda Liu (1) Sheng Zhang (1) Yijian Gao (1) Xiaodan Xing (1)

Research topics

Artificial Intelligence (2) Core AI (2) Computer Vision (1) Deep Learning (1) Natural Language Processing (1) Applications (1) Domain-Specific (1) Models (1)

Keywords

variational inference (1) information bottleneck (1) medical imaging (1) multimodal learning (1) model interpretability (1) feature fusion (1) vision-language model (1) medical diagnosis (1) image manipulation (1) report generation (1) robust feature learning (1)

Papers

Cyclic Vision-Language Manipulator: Towards Reliable and Fine-Grained Image Interpretation for Automated Report Generation IJCAI 2025 Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks MICCAI 2024 DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation MICCAI 2024 Dynamic Multimodal Information Bottleneck for Multimodality Classification WACV 2024