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Panzhong Lu

3 accepted papers

2026

AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations

ICLR 2026poster

High-quality scientific illustrations are crucial for effectively communicating complex scientific and technical concepts, yet their manual creation remains a well-recognized bottleneck in both academia and industry. We present FigureBench, the first large-scale benchmark for generating scientific i…

Cited by 0SourcecodeScholar
2024

Rethinking Unsupervised Outlier Detection via Multiple Thresholding

ECCV 2024poster

"In the realm of unsupervised image outlier detection, assigning outlier scores holds greater significance than its subsequent task: thresholding for predicting labels. This is because determining the optimal threshold on non-separable outlier score functions is an ill-posed problem. However, the la…

2022

Extending Phrase Grounding with Pronouns in Visual Dialogues

EMNLP 2022main

Conventional phrase grounding aims to localize noun phrases mentioned in a given caption to their corresponding image regions, which has achieved great success recently. Apparently, sole noun phrase grounding is not enough for cross-modal visual language understanding. Here we extend the task by con…