Bag of Freebies for Training Object Detection Neural Networks

11 February 2019

Papers citing "Bag of Freebies for Training Object Detection Neural Networks"

31 / 31 papers shown

Title
MAC: ModAlity Calibration for Object Detection Yutian Lei Jun Liu Dong Huang ObjD 20 0 0 14 Oct 2023
Representation Synthesis by Probabilistic Many-Valued Logic Operation in Self-Supervised Learning Hiroki Nakamura Masashi Okada T. Taniguchi SSL NAI 36 0 0 08 Sep 2023
VIPriors 3: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Robert-Jan Bruintjes A. Lengyel Marcos Baptista-Rios O. Kayhan Davide Zambrano Nergis Tomen Jan van Gemert 30 9 0 31 May 2023
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 31 28 0 21 Dec 2022
Multi-level and multi-modal feature fusion for accurate 3D object detection in Connected and Automated Vehicles Yiming Hou Mahdi Rezaei R. Romano 3DPC 19 0 0 15 Dec 2022
Avoiding spurious correlations via logit correction Sheng Liu Xu Zhang Nitesh Sekhar Yue Wu Prateek Singhal C. Fernandez‐Granda 30 29 0 02 Dec 2022
Analyzing Deep Learning Representations of Point Clouds for Real-Time In-Vehicle LiDAR Perception Marc Uecker Tobias Fleck Marcel Pflugfelder J. Marius Zöllner 3DPC 33 9 0 26 Oct 2022
The Lie Derivative for Measuring Learned Equivariance Nate Gruver Marc Finzi Micah Goldblum A. Wilson 23 35 0 06 Oct 2022
FCN-Pose: A Pruned and Quantized CNN for Robot Pose Estimation for Constrained Devices M. Dantas I. R. R. Silva A. T. O. Filho Gibson B. N. Barbosa Daniel Bezerra D. Sadok J. Kelner M. Marquezini Ricardo F. D. Silva 17 1 0 26 May 2022
Syntax-Aware Network for Handwritten Mathematical Expression Recognition Ye Yuan Xiao-Chang Liu Wondimu Dikubab Hui Liu Zhilong Ji Zhongqin Wu X. Bai 43 58 0 03 Mar 2022
Visual Transformers with Primal Object Queries for Multi-Label Image Classification V. O. Yazici Joost van de Weijer Longlong Yu ViT 21 1 0 10 Dec 2021
Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card$ Hsin-Hsuan Sung Yuanchao Xu Jiexiong Guan Wei Niu Shaoshan Liu Bin Ren Yanzhi Wang Xipeng Shen 23 3 0 12 Oct 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID Yongxing Dai Jun Liu Yifan Sun Zekun Tong Chi Zhang Ling-yu Duan 41 116 0 05 Aug 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 60 3,991 0 18 Jul 2021
Scale-aware Automatic Augmentation for Object Detection Yukang Chen Yanwei Li Tao Kong Lu Qi Ruihang Chu Lei Li Jiaya Jia 35 49 0 31 Mar 2021
TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Yihong Xu Yutong Ban Guillaume Delorme Chuang Gan Daniela Rus Xavier Alameda-Pineda VOT 34 92 0 28 Mar 2021
Robust and Accurate Object Detection via Adversarial Learning Xiangning Chen Cihang Xie Mingxing Tan Li Zhang Cho-Jui Hsieh Boqing Gong AAML 34 72 0 23 Mar 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 252 971 0 13 Dec 2020
Towards Better Object Detection in Scale Variation with Adaptive Feature Selection Zehui Gong Dong Li ObjD 40 4 0 06 Dec 2020
Learn an Effective Lip Reading Model without Pains Dalu Feng Shuang Yang Shiguang Shan Xilin Chen 30 61 0 15 Nov 2020
Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation Moi Hoon Yap Ryo Hachiuma A. Alavi Raphael Brüngel B. Cassidy ... David Gillespie N. Reeves Joseph M Pappachan C. O'Shea E. Frank FedML 23 123 0 07 Oct 2020
Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings Kun Zhao Yongkun Liu Siyuan Hao Shaoxing Lu Hongbin Liu Lijian Zhou 40 20 0 03 Oct 2020
PointMixup: Augmentation for Point Clouds Yunlu Chen Vincent Tao Hu E. Gavves Thomas Mensink Pascal Mettes Pengwan Yang Cees G. M. Snoek 3DPC 32 154 0 14 Aug 2020
AdaScale SGD: A User-Friendly Algorithm for Distributed Training Tyler B. Johnson Pulkit Agrawal Haijie Gu Carlos Guestrin ODL 30 37 0 09 Jul 2020
A Simple Semi-Supervised Learning Framework for Object Detection Kihyuk Sohn Zizhao Zhang Chun-Liang Li Han Zhang Chen-Yu Lee Tomas Pfister 40 493 0 10 May 2020
Dynamic Scale Training for Object Detection Yukang Chen Peizhen Zhang Zeming Li Yanwei Li Xinming Zhang Shiming Xiang Jian Sun Jiaya Jia ObjD 30 60 0 26 Apr 2020
Learning to Evaluate Perception Models Using Planner-Centric Metrics Jonah Philion Amlan Kar Sanja Fidler 24 68 0 19 Apr 2020
Detection and Classification of Astronomical Targets with Deep Neural Networks in Wide Field Small Aperture Telescopes P. Jia Qiang Liu Yongyang Sun ObjD 21 44 0 21 Feb 2020
AdaptIS: Adaptive Instance Selection Network Konstantin Sofiiuk O. Barinova Anton Konushin SSeg 41 170 0 17 Sep 2019
Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of Resources Yanghua Peng Hang Zhang Yifei Ma Tong He Zhi-Li Zhang Sheng Zha Mu Li 28 23 0 26 Apr 2019
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 224 1,400 0 04 Dec 2018