Focal Loss for Dense Object Detection

7 August 2017

Piotr Dollár

Papers citing "Focal Loss for Dense Object Detection"

49 / 499 papers shown

Title
Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector Qi Fan Wei Zhuo Chi-Keung Tang Yu-Wing Tai ObjD 32 525 0 06 Aug 2019
SqueezeNAS: Fast neural architecture search for faster semantic segmentation Albert Eaton Shaw D. Hunter F. Iandola Sammy Sidhu SSeg 29 73 0 05 Aug 2019
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoost Chen Wang Chengyuan Deng Suzhen Wang 14 225 0 05 Aug 2019
A Comparative Study of High-Recall Real-Time Semantic Segmentation Based on Swift Factorized Network Kaite Xiang Kaiwei Wang Kailun Yang 27 9 0 26 Jul 2019
Towards Adversarially Robust Object Detection Haichao Zhang Jianyu Wang AAML ObjD 23 130 0 24 Jul 2019
STD: Sparse-to-Dense 3D Object Detector for Point Cloud Zetong Yang Yanan Sun Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 37 736 0 22 Jul 2019
Lung Nodules Detection and Segmentation Using 3D Mask-RCNN E. Kopelowitz G. Engelhard 3DPC 30 48 0 17 Jul 2019
A Divide-and-Conquer Approach towards Understanding Deep Networks Weilin Fu Katharina Breininger Roman Schaffert Nishant Ravikumar Andreas Maier SSeg 21 19 0 14 Jul 2019
Micro-expression Action Unit Detection with Spatio-temporal Adaptive Pooling Yante Li Xiaohua Huang Guoying Zhao 26 3 0 11 Jul 2019
Deformable Tube Network for Action Detection in Videos Wei Li Zehuan Yuan Dashan Guo Lei Huang Xiangzhong Fang Changhu Wang ViT MedIm 33 5 0 03 Jul 2019
End-to-End 3D-PointCloud Semantic Segmentation for Autonomous Driving Mohammed Abdou Mahmoud Elkhateeb Ibrahim Sobh Ahmad El-Sallab 3DPC 22 5 0 26 Jun 2019
Densely Connected Search Space for More Flexible Neural Architecture Search Jiemin Fang Yuzhu Sun Qian Zhang Yuan Li Wenyu Liu Xinggang Wang 21 122 0 23 Jun 2019
Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification Christoph Haarburger Michael Baumgartner Daniel Truhn Mirjam Broeckmann Hannah Schneider S. Schrading Christiane Kuhl Dorit Merhof 27 32 0 14 Jun 2019
Learning Temporal Pose Estimation from Sparsely-Labeled Videos Gedas Bertasius Christoph Feichtenhofer Du Tran Jianbo Shi Lorenzo Torresani 3DH 27 78 0 06 Jun 2019
Shift R-CNN: Deep Monocular 3D Object Detection with Closed-Form Geometric Constraints Andretti Naiden V. Paunescu Gyeongmo Kim ByeongMoon Jeon Marius Leordeanu MDE ObjD 3DPC 19 77 0 23 May 2019
PoseRBPF: A Rao-Blackwellized Particle Filter for 6D Object Pose Tracking Xinke Deng Arsalan Mousavian Yu Xiang F. Xia Timothy Bretl Dieter Fox 25 200 0 22 May 2019
Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation Linfeng Zhang Jiebo Song Anni Gao Jingwei Chen Chenglong Bao Kaisheng Ma FedML 27 846 0 17 May 2019
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images Wuyang Chen Ziyu Jiang Zhangyang Wang Kexin Cui Xiaoning Qian 19 151 0 15 May 2019
DisplaceNet: Recognising Displaced People from Images by Exploiting Dominance Level Grigorios Kalliatakis Shoaib Ehsan Maria Fasli Klaus McDonald-Maier 24 5 0 03 May 2019
RevealNet: Seeing Behind Objects in RGB-D Scans Ji Hou Angela Dai Matthias Nießner 3DV ISeg 3DPC 28 52 0 26 Apr 2019
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection Youngwan Lee Joong-won Hwang Sangrok Lee Yuseok Bae Jongyoul Park PINN ObjD 24 358 0 22 Apr 2019
CornerNet-Lite: Efficient Keypoint Based Object Detection Hei Law Yun Teng Olga Russakovsky Jia Deng 27 174 0 18 Apr 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 48 1,135 0 10 Apr 2019
Prime Sample Attention in Object Detection Yuhang Cao Kai-xiang Chen Chen Change Loy Dahua Lin ObjD 21 202 0 09 Apr 2019
ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors Weicheng Kuo A. Angelova Jitendra Malik Nayeon Lee 3DPC ISeg 30 117 0 05 Apr 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 79 1,633 0 04 Apr 2019
PyramidBox++: High Performance Detector for Finding Tiny Face Zhihang Li Xu Tang Junyu Han Jingtuo Liu Ran He ObjD CVBM 33 45 0 31 Mar 2019
Looking Fast and Slow: Memory-Guided Mobile Video Object Detection Mason Liu Menglong Zhu Marie White Yinxiao Li Dmitry Kalenichenko 23 83 0 25 Mar 2019
Few-shot Adaptive Faster R-CNN Tao Wang Xiaopeng Zhang Li-xin Yuan Jiashi Feng ObjD 23 131 0 22 Mar 2019
Progressive Sparse Local Attention for Video object detection Chaoxu Guo Bin Fan Jie Gu Qian Zhang Shiming Xiang V. Prinet Chunhong Pan 24 85 0 21 Mar 2019
Hierarchy Denoising Recursive Autoencoders for 3D Scene Layout Prediction Yifei Shi Angel X. Chang Zhelun Wu Manolis Savva Kai Xu 3DV BDL 3DPC 22 25 0 09 Mar 2019
Camera Obscurer: Generative Art for Design Inspiration Dilpreet Singh Nina Rajcic S. Colton Jon McCormack DiffM 21 11 0 06 Mar 2019
SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification Sanghwan Bae Jihun Choi Sang-goo Lee 33 6 0 06 Mar 2019
Detecting Lesion Bounding Ellipses With Gaussian Proposal Networks Yi Li MedIm 22 19 0 25 Feb 2019
Three-dimensional Backbone Network for 3D Object Detection in Traffic Scenes Xuesong Li J. Guivant N. Kwok Yongzhi S. Xu Ruowei Li Hongkun Wu 3DPC 16 13 0 24 Jan 2019
Boundary loss for highly unbalanced segmentation H. Kervadec Jihene Bouchtiba Christian Desrosiers Eric Granger Jose Dolz Ismail Ben Ayed 13 475 0 17 Dec 2018
RePr: Improved Training of Convolutional Filters Aaditya (Adi) Prakash J. Storer D. Florêncio Cha Zhang VLM CVBM 35 57 0 18 Nov 2018
LookinGood: Enhancing Performance Capture with Real-time Neural Re-Rendering Ricardo Martín Brualla Rohit Pandey Shuoran Yang Pavel Pidlypenskyi Jonathan Taylor ... Dan B. Goldman Cem Keskin S. M. Seitz Shahram Izadi S. Fanello 3DH 29 60 0 12 Nov 2018
Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid Pooling and Focal Loss S. M. Abulnaga Jonathan Rubin 37 50 0 02 Nov 2018
Compositional Coding Capsule Network with K-Means Routing for Text Classification Hao Ren Hong-wei Lu 24 53 0 22 Oct 2018
Incremental Deep Learning for Robust Object Detection in Unknown Cluttered Environments Dongwha Shin M. Ahmed P. Rhee ObjD 26 20 0 13 Oct 2018
Overview of CAIL2018: Legal Judgment Prediction Competition Haoxiang Zhong Chaojun Xiao Zhipeng Guo Cunchao Tu Zhiyuan Liu ... Yansong Feng Xianpei Han Zhen Hu Heng Wang Jianfeng Xu ELM AILaw 16 33 0 13 Oct 2018
SECaps: A Sequence Enhanced Capsule Model for Charge Prediction Congqing He Lixiang Peng Yuquan Le Jiawei He Xiangyu Zhu 25 27 0 10 Oct 2018
Towards Interpretable Face Recognition Bangjie Yin Luan Tran Haoxiang Li Xiaohui Shen Xiaoming Liu CVBM 22 82 0 02 May 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 20 49 0 16 Apr 2018
Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors Hao Yu Zhaoning Zhang Zheng Qin Hao Wu Dongsheng Li Jun Zhao Xicheng Lu ObjD 19 25 0 10 Apr 2018
Semantic Edge Detection with Diverse Deep Supervision Yun-Hai Liu Ming-Ming Cheng Jiawang Bian Le Zhang Peng-Tao Jiang Yang Cao 30 100 0 09 Apr 2018
3D-DETNet: a Single Stage Video-Based Vehicle Detector Suichan Li 3DPC 27 21 0 05 Jan 2018
S4Net: Single Stage Salient-Instance Segmentation Ruochen Fan Ming-Ming Cheng Qibin Hou Tai-Jiang Mu Jingdong Wang Shimin Hu ISeg SSeg 33 85 0 21 Nov 2017