2 code implementations • 6 Feb 2024 • Feng Liu, Tengteng Huang, Qianjing Zhang, Haotian Yao, Chi Zhang, Fang Wan, Qixiang Ye, Yanzhao Zhou
Multi-view 3D object detection systems often struggle with generating precise predictions due to the challenges in estimating depth from images, increasing redundant and incorrect detections.
Ranked #2 on 3D Object Detection on nuScenes Camera Only
1 code implementation • CVPR 2020 • Yanzhao Zhou, Xin Wang, Jianbin Jiao, Trevor Darrell, Fisher Yu
Due to the high annotation cost, modeling becomes more difficult because of the limited amount of supervision.
no code implementations • 24 May 2019 • Chenfei Wu, Yanzhao Zhou, Gen Li, Nan Duan, Duyu Tang, Xiaojie Wang
This paper presents a strong baseline for real-world visual reasoning (GQA), which achieves 60. 93% in GQA 2019 challenge and won the sixth place.
1 code implementation • CVPR 2018 • Yanzhao Zhou, Yi Zhu, Qixiang Ye, Qiang Qiu, Jianbin Jiao
Motivated by this, we first design a process to stimulate peaks to emerge from a class response map.
Ranked #11 on Image-level Supervised Instance Segmentation on PASCAL VOC 2012 val (using extra training data)
General Classification Image-level Supervised Instance Segmentation +3
1 code implementation • ICCV 2017 • Yi Zhu, Yanzhao Zhou, Qixiang Ye, Qiang Qiu, Jianbin Jiao
Weakly supervised object localization remains challenging, where only image labels instead of bounding boxes are available during training.
Ranked #2 on Weakly Supervised Object Detection on MS COCO
1 code implementation • CVPR 2017 • Yanzhao Zhou, Qixiang Ye, Qiang Qiu, Jianbin Jiao
DCNNs using ARFs, referred to as Oriented Response Networks (ORNs), can produce within-class rotation-invariant deep features while maintaining inter-class discrimination for classification tasks.
Ranked #83 on Image Classification on CIFAR-100 (using extra training data)