BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training

24 March 2022

Li Zhang

Papers citing "BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training"

33 / 33 papers shown

Title
Toward Realistic Camouflaged Object Detection: Benchmarks and Method Zhimeng Xin Tianxu Wu Shiming Chen Shuo Ye Zijing Xie Yixiong Zou Xinge You Yufei Guo 31 0 0 13 Jan 2025
Online Pseudo-Label Unified Object Detection for Multiple Datasets Training XiaoJun Tang Jingru Wang Zeyu Shangguan Darun Tang Yuyu Liu ObjD 21 0 0 21 Oct 2024
UniDet3D: Multi-dataset Indoor 3D Object Detection Maksim Kolodiazhnyi Anna Vorontsova Matvey Skripkin D. Rukhovich Anton Konushin 3DPC 23 2 0 06 Sep 2024
Monocular Human-Object Reconstruction in the Wild Chaofan Huo Ye-ling Shi Jingya Wang 3DH 16 1 0 30 Jul 2024
Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions Yu-Guan Hsieh Cheng-Yu Hsieh Shih-Ying Yeh Louis Béthune Hadi Pour Ansari Pavan Kumar Anasosalu Vasu Chun-Liang Li Ranjay Krishna Oncel Tuzel Marco Cuturi 54 4 0 09 Jul 2024
Residual Learning and Context Encoding for Adaptive Offline-to-Online Reinforcement Learning Mohammadreza Nakhaei Aidan Scannell J. Pajarinen OffRL 32 1 0 12 Jun 2024
Self-supervised Photographic Image Layout Representation Learning Zhaoran Zhao Peng Lu Xujun Peng Wenhao Guo SSL 24 0 0 06 Mar 2024
Tree Counting by Bridging 3D Point Clouds with Imagery Lei Li Tianfang Zhang Zhongyu Jiang Cheng-Yen Yang Jenq-Neng Hwang Stefan Oehmcke Dimitri Gominski Fabian Gieseke Christian Igel 25 1 0 04 Mar 2024
UMG-CLIP: A Unified Multi-Granularity Vision Generalist for Open-World Understanding Bowen Shi Peisen Zhao Zichen Wang Yuhang Zhang Yaoming Wang ... Wenrui Dai Junni Zou Hongkai Xiong Qi Tian Xiaopeng Zhang VLM 33 6 0 12 Jan 2024
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation Rongkun Zheng Lu Qi Xi Chen Yi Wang Kun Wang Yu Qiao Hengshuang Zhao 14 2 0 11 Dec 2023
Benchmarking Individual Tree Mapping with Sub-meter Imagery Dimitri Gominski A. Kariryaa Martin Brandt Christian Igel Sizhuo Li Maurice Mugabowindekwe R. Fensholt 23 2 0 14 Nov 2023
GLaMM: Pixel Grounding Large Multimodal Model H. Rasheed Muhammad Maaz Sahal Shaji Mullappilly Abdelrahman M. Shaker Salman Khan Hisham Cholakkal Rao M. Anwer Erix Xing Ming-Hsuan Yang Fahad S. Khan MLLM VLM 27 194 0 06 Nov 2023
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection Yi Dai Hao Lang Kaisheng Zeng Fei Huang Yongbin Li OODD 11 10 0 12 Oct 2023
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art Aref Miri Rekavandi Shima Rashidi F. Boussaïd Stephen Hoefs Emre Akbas Bennamoun ViT 20 23 0 10 Sep 2023
What Makes Good Open-Vocabulary Detector: A Disassembling Perspective Jincheng Li Chunyu Xie Xiaoyu Wu Bin Wang Dawei Leng VLM ObjD 12 2 0 01 Sep 2023
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World Weiyun Wang Min Shi Qingyun Li Wen Wang Zhenhang Huang ... Zhiguo Cao Yushi Chen Tong Lu Jifeng Dai Yu Qiao LRM MLLM 33 83 0 03 Aug 2023
Described Object Detection: Liberating Object Detection with Flexible Expressions Chi Xie Zhao Zhang YiXuan Wu Feng Zhu Rui Zhao Shuang Liang ObjD 24 30 0 24 Jul 2023
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection Ming Li Jie Wu Xionghui Wang Chen Chen Jie Qin Xu Xiao Rui Wang Min Zheng Xin Pan ObjD VLM 22 18 0 20 Jul 2023
Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review Guangliang Cheng Yun-Min Huang Xiangtai Li Shuchang Lyu Zhaoyang Xu Qi Zhao Shiming Xiang 17 68 0 09 May 2023
V3Det: Vast Vocabulary Visual Detection Dataset Jiaqi Wang Pan Zhang Tao Chu Yuhang Cao Yujie Zhou Tong Wu Bin Wang Conghui He Dahua Lin VLM ObjD 8 51 0 07 Apr 2023
Language-aware Multiple Datasets Detection Pretraining for DETRs Jing Hao Song Chen Xiaodi Wang Shumin Han ObjD 6 3 0 07 Apr 2023
Detecting Everything in the Open World: Towards Universal Object Detection Zhenyu Wang Yali Li Xi Chen Ser-Nam Lim Antonio Torralba Hengshuang Zhao Shengjin Wang ObjD VLM 10 75 0 21 Mar 2023
Universal Object Detection with Large Vision Model Feng-Huei Lin Wenze Hu Yaowei Wang Yonghong Tian Guangming Lu Fanglin Chen Yong-mei Xu Xiaoyu Wang VLM ObjD 14 8 0 19 Dec 2022
ViTPose++: Vision Transformer for Generic Body Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 24 40 0 07 Dec 2022
Soft-labeling Strategies for Rapid Sub-Typing Grant Rosario David A. Noever Matt Ciolino 18 1 0 23 Sep 2022
Parallel Pre-trained Transformers (PPT) for Synthetic Data-based Instance Segmentation Ming Li Jie Wu Jin Cai J. Qin Yuxi Ren Xu Xiao Min Zheng Rui Wang X. Pan ViT 6 2 0 22 Jun 2022
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 6 505 0 26 Apr 2022
Simple multi-dataset detection Xingyi Zhou V. Koltun Philipp Krahenbuhl ObjD 214 110 0 25 Feb 2021
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection Cheng Zhang Tai-Yu Pan Yandong Li Hexiang Hu D. Xuan Soravit Changpinyo Boqing Gong Wei-Lun Chao ObjD VLM 56 33 0 17 Feb 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 220 835 0 13 Dec 2020
Equalization Loss for Long-Tailed Object Recognition Jingru Tan Changbao Wang Buyu Li Quanquan Li Wanli Ouyang Changqing Yin Junjie Yan 234 403 0 11 Mar 2020
CBNet: A Novel Composite Backbone Network Architecture for Object Detection Yudong Liu Yongtao Wang Siwei Wang Tingting Liang Qijie Zhao Zhi Tang Haibin Ling ObjD 195 242 0 09 Sep 2019
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian-jun Sun 199 575 0 30 Apr 2018