Poster "post-hoc explanation methods" Papers

4 papers found

Filters:posterpost-hoc explanation methodsClear all

Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

FaCT: Faithful Concept Traces for Explaining Neural Network Decisions

Amin Parchami-Araghi, Sukrut Rao, Jonas Fischer et al.

NEURIPS 2025arXiv:2510.25512
1
citations

MIX: A Multi-view Time-Frequency Interactive Explanation Framework for Time Series Classification

Viet-Hung Tran, Ngoc Phu Doan, Zichi Zhang et al.

NEURIPS 2025

SPEX: Scaling Feature Interaction Explanations for LLMs

Justin S. Kang, Landon Butler, Abhineet Agarwal et al.

ICML 2025arXiv:2502.13870
5
citations

Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer

Junyi Wu, Bin Duan, Weitai Kang et al.

CVPR 2024arXiv:2403.14552
16
citations