Focal Loss for Dense Object Detection

7 August 2017

Piotr Dollár

Papers citing "Focal Loss for Dense Object Detection"

50 / 510 papers shown

Title
Learning To Count Everything Viresh Ranjan U. Sharma Thua Nguyen Minh Hoai 27 140 0 16 Apr 2021
Exploring Visual Engagement Signals for Representation Learning Menglin Jia Zuxuan Wu A. Reiter Claire Cardie Serge Belongie Ser-Nam Lim 21 13 0 15 Apr 2021
A hierarchical deep learning framework for the consistent classification of land use objects in geospatial databases Chun Yang Franz Rottensteiner Christian Heipke 33 20 0 14 Apr 2021
Crossover Learning for Fast Online Video Instance Segmentation Shusheng Yang Yuxin Fang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu 41 103 0 13 Apr 2021
Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation Chufeng Tang Hang Chen Xiao-Li Li Jianmin Li Zhaoxiang Zhang Xiaolin Hu ISeg 36 79 0 12 Apr 2021
Direct Differentiable Augmentation Search Aoming Liu Zehao Huang Zhiwu Huang Naiyan Wang 33 33 0 09 Apr 2021
Geometry-based Distance Decomposition for Monocular 3D Object Detection Xuepeng Shi Qianru Ye Xiaozhi Chen Chuangrong Chen Zhixiang Chen Tae-Kyun Kim 22 135 0 08 Apr 2021
Adversarial Robustness under Long-Tailed Distribution Tong Wu Ziwei Liu Qingqiu Huang Yu Wang Dahua Lin 26 76 0 06 Apr 2021
One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking Minghao Chen Houwen Peng Jianlong Fu Haibin Ling 26 19 0 01 Apr 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
Delving into Localization Errors for Monocular 3D Object Detection Xinzhu Ma Yinmin Zhang Dan Xu Dongzhan Zhou Shuai Yi Haojie Li Wanli Ouyang 3DPC 33 223 0 30 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
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors Osama Makansi Özgün Çiçek Yassine Marrakchi Thomas Brox 31 46 0 23 Mar 2021
SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation Dongfang Liu Yiming Cui Wenbo Tan Yingjie Chen 44 132 0 18 Mar 2021
You Only Look One-level Feature Qiang Chen Yingming Wang Tong Yang Xinming Zhang Jian Cheng Jian Sun ObjD 34 517 0 17 Mar 2021
Group Collaborative Learning for Co-Salient Object Detection Qi Fan Deng-Ping Fan Huazhu Fu Chi-Keung Tang Ling Shao Yu-Wing Tai 32 80 0 15 Mar 2021
Detecting Human-Object Interaction via Fabricated Compositional Learning Zhi Hou B. Yu Yu Qiao Xiaojiang Peng Dacheng Tao 38 96 0 15 Mar 2021
Learning a Proposal Classifier for Multiple Object Tracking Peng Dai Renliang Weng Wongun Choi Changshui Zhang Zhangping He Wei Ding VOT 52 87 0 14 Mar 2021
Radar Camera Fusion via Representation Learning in Autonomous Driving Xu Dong Binnan Zhuang Yunxiang Mao Langechuan Liu 15 36 0 14 Mar 2021
Learnable Companding Quantization for Accurate Low-bit Neural Networks Kohei Yamamoto MQ 36 64 0 12 Mar 2021
CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement Noranart Vesdapunt Baoyuan Wang CVBM 17 14 0 12 Mar 2021
Deep Graph Matching under Quadratic Constraint Quankai Gao Fudong Wang Nan Xue Jin-Gang Yu Guisong Xia 30 37 0 11 Mar 2021
Involution: Inverting the Inherence of Convolution for Visual Recognition Duo Li Jie Hu Changhu Wang Xiangtai Li Qi She Lei Zhu Tong Zhang Qifeng Chen BDL 19 304 0 10 Mar 2021
OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection Tingting Liang Yongtao Wang Zhi Tang Guosheng Hu Haibin Ling ObjD 21 50 0 08 Mar 2021
Towards Open World Object Detection K. J. Joseph Salman Khan Fahad Shahbaz Khan V. Balasubramanian ObjD 30 448 0 03 Mar 2021
Categorical Depth Distribution Network for Monocular 3D Object Detection Cody Reading Ali Harakeh Julia Chae Steven L. Waslander 3DPC 232 486 0 01 Mar 2021
ROAD: The ROad event Awareness Dataset for Autonomous Driving Gurkirt Singh Stephen Akrigg Manuele Di Maio Valentina Fontana Reza Javanmard Alitappeh ... Salman Khan S. Grazioso Andrew Bradley G. Gironimo Fabio Cuzzolin 32 89 0 23 Feb 2021
Video Relation Detection with Trajectory-aware Multi-modal Features W. Xie Guanghui Ren Si Liu 20 21 0 20 Jan 2021
Semi-Automatic Annotation For Visual Object Tracking K. G. Ince Aybora Koksal Arda Fazla A. Aydin Alatan 19 12 0 18 Jan 2021
A Layer-Wise Information Reinforcement Approach to Improve Learning in Deep Belief Networks Mateus Roder L. A. Passos L. C. Ribeiro C. R. Pereira João Paulo Papa 19 1 0 17 Jan 2021
LLA: Loss-aware Label Assignment for Dense Pedestrian Detection Zheng Ge Jianfeng Wang Xin Huang Songtao Liu Osamu Yoshie 26 42 0 12 Jan 2021
A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery L. Osco Mauro dos Santos de Arruda D. Gonçalves Alexandre Dias J. Batistoti ... V. Liesenberg Jonathan Li Lingfei Ma J. M. Junior W. Gonçalves 42 98 0 31 Dec 2020
Chest x-ray automated triage: a semiologic approach designed for clinical implementation, exploiting different types of labels through a combination of four Deep Learning architectures Candelaria Mosquera F. N. Diaz F. Binder J. Rabellino S. Benítez A. Beresñak A. Seehaus Gabriel Ducrey J. Ocantos Daniela Luna 24 13 0 23 Dec 2020
MiniVLM: A Smaller and Faster Vision-Language Model Jianfeng Wang Xiaowei Hu Pengchuan Zhang Xiujun Li Lijuan Wang Lefei Zhang Jianfeng Gao Zicheng Liu VLM MLLM 35 59 0 13 Dec 2020
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations Sanath Narayan Hisham Cholakkal Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 27 54 0 11 Dec 2020
Uncertainty-driven refinement of tumor-core segmentation using 3D-to-2D networks with label uncertainty Richard McKinley M. Rebsamen Katrin Daetwyler Raphael Meier Piotr Radojewski Roland Wiest 3DV 26 26 0 11 Dec 2020
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification Hao Zhang Wei Zhao Shuang Liu 14 18 0 10 Dec 2020
CARAFE++: Unified Content-Aware ReAssembly of FEatures Jiaqi Wang Kai-xiang Chen Rui Xu Ziwei Liu Chen Change Loy Dahua Lin 21 54 0 07 Dec 2020
Deep Learning for Medical Anomaly Detection -- A Survey Tharindu Fernando Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes OOD 20 271 0 04 Dec 2020
Video Self-Stitching Graph Network for Temporal Action Localization Chen Zhao Ali K. Thabet Guohao Li 26 138 0 30 Nov 2020
Self-EMD: Self-Supervised Object Detection without ImageNet Songtao Liu Zeming Li Jian Sun SSL ObjD 34 92 0 27 Nov 2020
Attention-Based Transformers for Instance Segmentation of Cells in Microstructures Tim Prangemeier Christoph Reich Heinz Koeppl MedIm ViT 27 90 0 19 Nov 2020
Scaled-YOLOv4: Scaling Cross Stage Partial Network Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 24 1,135 0 16 Nov 2020
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Rosana El Jurdia Caroline Petitjean P. Honeine Dovile Juodelyte F. Abdallah SSeg MedIm 33 79 0 16 Nov 2020
Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications Luis G. Riera Matthew E. Carroll Zhisheng Zhang Johnathon Shook Sambuddha Ghosal ... Arti Singh S. Bhattacharya Baskar Ganapathysubramanian Asheesh K. Singh S. Sarkar 29 42 0 13 Nov 2020
End-to-end Lane Shape Prediction with Transformers Ruijin Liu Zejian Yuan Tie Liu Zhiliang Xiong ViT 26 262 0 09 Nov 2020
Towards Resolving the Challenge of Long-tail Distribution in UAV Images for Object Detection Weiping Yu Taojiannan Yang Chong Chen 25 90 0 07 Nov 2020
Automated Grading System of Retinal Arterio-venous Crossing Patterns: A Deep Learning Approach Replicating Ophthalmologist's Diagnostic Process of Arteriolosclerosis Liangzhi Li Manisha Verma Bowen Wang Yuta Nakashima Hajime Nagahara R. Kawasaki 16 0 0 07 Nov 2020
Pixel-wise Dense Detector for Image Inpainting Ruisong Zhang Weize Quan Baoyuan Wu Zhifeng Li Dong‐Ming Yan 14 16 0 04 Nov 2020
Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data Chongyang Wang Yuan Gao Akhil Mathur A. Williams Nicholas D. Lane N. Bianchi-Berthouze 32 34 0 03 Nov 2020