2025 "interpretable ai" Papers

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Bridging Brains and Concepts: Interpretable Visual Decoding from fMRI with Semantic Bottlenecks

Sara Cammarota, Matteo Ferrante, Nicola Toschi

NeurIPS 2025poster

CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning

Ji Qi, Ming Ding, Weihan Wang et al.

ICLR 2025posterarXiv:2402.04236

IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text Detector

Zheng CHEN, Yushi Feng, Jisheng Dang et al.

NeurIPS 2025posterarXiv:2502.15902

Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector

Xiao Guo, Xiufeng Song, Yue Zhang et al.

CVPR 2025posterarXiv:2503.20188

scPilot: Large Language Model Reasoning Toward Automated Single-Cell Analysis and Discovery

Yiming Gao, Zhen Wang, Jefferson Chen et al.

NeurIPS 2025poster