Wei-Ning Lee — accepted AI-conference papers

2024

SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge

Andong Wang, Bo Wu, Sunli Chen, Zhenfang Chen, Haotian Guan, Wei-Ning Lee +2

CVPR 2024poster

Reasoning from visual dynamics scenes has many real world applications. However existing video reasoning benchmarks are still inadequate since they were mainly designed for factual or situated reasoning and rarely involve broader knowledge in the real world. Our work aims to delve deeper into reason…

Cited by 12 Source ↗PDF ↗Scholar ↗

2022

HINT: Hierarchical Neuron Concept Explainer

Andong Wang, Wei-Ning Lee, Xiaojuan Qi

CVPR 2022poster

To interpret deep networks, one main approach is to associate neurons with human-understandable concepts. However, existing methods often ignore the inherent connections of different concepts (e.g., dog and cat both belong to animals), and thus lose the chance to explain neurons responsible for high…

Cited by 25 PDF ↗code ↗Scholar ↗