Simple Training Strategies and Model Scaling for Object Detection

30 June 2021

Xianzhi Du

Papers citing "Simple Training Strategies and Model Scaling for Object Detection"

25 / 25 papers shown

Title
Transformer-Based Dual-Optical Attention Fusion Crowd Head Point Counting and Localization Network Fei Zhou Yi Li Mingqing Zhu 21 0 0 11 May 2025
Mixtraining: A Better Trade-Off Between Compute and Performance Zexin Li Jiancheng Zhang Yufei Li Yinglun Zhu Cong Liu 41 0 0 26 Feb 2025
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation Yunfei Xie Cihang Xie Alan Yuille Jieru Mei OCL 37 0 0 02 Sep 2024
UniVS: Unified and Universal Video Segmentation with Prompts as Queries Ming-hui Li Shuai Li Xindong Zhang Lei Zhang VOS 33 16 0 28 Feb 2024
MaskConver: Revisiting Pure Convolution Model for Panoptic Segmentation Abdullah Rashwan Jiageng Zhang A. Taalimi Fan Yang Xingyi Zhou Chaochao Yan Liang-Chieh Chen Yeqing Li ViT 26 5 0 11 Dec 2023
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation Shyam Nandan Rai Fabio Cermelli Barbara Caputo Carlo Masone ISeg ViT 15 5 0 08 Sep 2023
A General-Purpose Self-Supervised Model for Computational Pathology Richard J. Chen Tong Ding Ming Y. Lu Drew F. K. Williamson Guillaume Jaume ... Judy J. Wang Walt Williams L. Le Georg Gerber Faisal Mahmood MedIm 20 42 0 29 Aug 2023
Unmasking Anomalies in Road-Scene Segmentation Shyam Nandan Rai Fabio Cermelli Dario Fontanel Carlo Masone Barbara Caputo ISeg 10 40 0 25 Jul 2023
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object Segmentation Ju He Jieneng Chen Ming-Xian Lin Qihang Yu Alan Yuille 26 12 0 12 Jun 2023
AutoFocusFormer: Image Segmentation off the Grid Chen Ziwen K. Patnaik Shuangfei Zhai Alvin Wan Zhile Ren A. Schwing Alex Colburn Li Fuxin 12 9 0 24 Apr 2023
Training Strategies for Vision Transformers for Object Detection Apoorv Singh 16 4 0 05 Apr 2023
Towards Open-Vocabulary Video Instance Segmentation Haochen Wang Cilin Yan Shuailong Wang Xiaolong Jiang XU Tang Yao Hu Weidi Xie E. Gavves VOS VLM 15 29 0 04 Apr 2023
MP-Former: Mask-Piloted Transformer for Image Segmentation Hao Zhang Feng Li Hu-Sheng Xu Shijia Huang Siyi Liu L. Ni Lei Zhang ViT MedIm 11 58 0 13 Mar 2023
RbA: Segmenting Unknown Regions Rejected by All Nazir Nayal Mısra Yavuz João F. Henriques Fatma Guney UQCV 19 46 0 25 Nov 2022
OneFormer: One Transformer to Rule Universal Image Segmentation Jitesh Jain Jiacheng Li M. Chiu Ali Hassani Nikita Orlov Humphrey Shi ViT 21 324 0 10 Nov 2022
Optimizing Anchor-based Detectors for Autonomous Driving Scenes Xianzhi Du Wei-Chih Hung Tsung-Yi Lin ObjD 9 1 0 11 Aug 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 20 6,169 0 06 Jul 2022
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation Feng Li Hao Zhang Hu-Sheng Xu Siyi Liu Lei Zhang L. Ni H. Shum ISeg 42 364 0 06 Jun 2022
Proper Reuse of Image Classification Features Improves Object Detection C. N. Vasconcelos Vighnesh Birodkar Vincent Dumoulin VLM 17 32 0 01 Apr 2022
Learning with Free Object Segments for Long-Tailed Instance Segmentation Cheng Zhang Tai-Yu Pan Tianle Chen Jike Zhong Wen-juan Fu Wei-Lun Chao VLM 27 10 0 22 Feb 2022
Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision Liangzhe Yuan Rui Qian Yin Cui Boqing Gong Florian Schroff Ming-Hsuan Yang Hartwig Adam Ting Liu AI4TS 22 15 0 09 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra A. Schwing Alexander Kirillov Rohit Girdhar ISeg 22 2,256 0 02 Dec 2021
Revisiting 3D ResNets for Video Recognition Xianzhi Du Yeqing Li Yin Cui Rui Qian Jing Li Irwan Bello 51 17 0 03 Sep 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 223 962 0 13 Dec 2020
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 216 1,398 0 04 Dec 2018