Search Results for author: Junkai Yan

Found 4 papers, 4 papers with code

DreamView: Injecting View-specific Text Guidance into Text-to-3D Generation

2 code implementations9 Apr 2024 Junkai Yan, Yipeng Gao, Qize Yang, Xihan Wei, Xuansong Xie, AnCong Wu, Wei-Shi Zheng

Text-to-3D generation, which synthesizes 3D assets according to an overall text description, has significantly progressed.

3D Generation Text to 3D

A Versatile Framework for Multi-scene Person Re-identification

1 code implementation17 Mar 2024 Wei-Shi Zheng, Junkai Yan, Yi-Xing Peng

To overcome significant variations between images across camera views, mountains of variants of ReID models were developed for solving a number of challenges, such as resolution change, clothing change, occlusion, modality change, and so on.

Data Augmentation Person Re-Identification +1

ASAG: Building Strong One-Decoder-Layer Sparse Detectors via Adaptive Sparse Anchor Generation

1 code implementation ICCV 2023 Shenghao Fu, Junkai Yan, Yipeng Gao, Xiaohua Xie, Wei-Shi Zheng

We find that the architecture discrepancy between dense and sparse detectors leads to feature conflict, hampering the performance of one-decoder-layer detectors.

Decoder

AsyFOD: An Asymmetric Adaptation Paradigm for Few-Shot Domain Adaptive Object Detection

1 code implementation CVPR 2023 Yipeng Gao, Kun-Yu Lin, Junkai Yan, YaoWei Wang, Wei-Shi Zheng

Critically, in FSDAOD, the data-scarcity in the target domain leads to an extreme data imbalance between the source and target domains, which potentially causes over-adaptation in traditional feature alignment.

object-detection Object Detection

Cannot find the paper you are looking for? You can Submit a new open access paper.