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Guoqing zhang

4 accepted papers

2025

Noise-Guided Predicate Representation Extraction and Diffusion-Enhanced Discretization for Scene Graph Generation

ICML 2025poster

Scene Graph Generation (SGG) is a fundamental task in visual understanding, aimed at providing more precise local detail comprehension for downstream applications. Existing SGG methods often overlook the diversity of predicate representations and the consistency among similar predicates when dealing…

Cited by 0SourcePDFScholar
2025

Transfer Risk Map: Mitigating Pixel-level Negative Transfer in Medical Segmentation

ICASSP 2025accepted

How to mitigate negative transfer in transfer learning is a long-standing and challenging issue, especially in the application of medical image segmentation. Existing methods for reducing negative transfer focuses on classification or regression tasks, ignoring the non-uniform negative transfer risk…

Cited by 0SourceScholar
2024

AFBench: A Large-scale Benchmark for Airfoil Design

NeurIPS 2024poster

Data-driven generative models have emerged as promising approaches towards achieving efficient mechanical inverse design. However, due to prohibitively high cost in time and money, there is still lack of open-source and large-scale benchmarks in this field. It is mainly the case for airfoil inverse…

2021

Low Resolution Information Also Matters: Learning Multi-Resolution Representations for Person Re-Identification

IJCAI 2021poster

As a prevailing task in video surveillance and forensics field, person re-identification (re-ID) aims to match person images captured from non-overlapped cameras. In unconstrained scenarios, person images often suffer from the resolution mismatch problem, i.e., Cross-Resolution Person Re-ID. To over…

Cited by 30SourcePDFScholar