Distributional Instance Segmentation: Modeling Uncertainty and High
Confidence Predictions with Latent-MaskRCNN

Distributional Instance Segmentation: Modeling Uncertainty and High Confidence Predictions with Latent-MaskRCNN

3 May 2023

YuXuan Liu

Pieter Abbeel

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Papers citing "Distributional Instance Segmentation: Modeling Uncertainty and High Confidence Predictions with Latent-MaskRCNN"

17 / 17 papers shown

Title
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 167 1,435 0 07 Mar 2022
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 251 2,374 0 02 Dec 2021
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 421 13,048 0 26 May 2020
PolarMask: Single Shot Instance Segmentation with Polar Representation Enze Xie Pei Sun Xiaoge Song Wenhai Wang Ding Liang Chunhua Shen Ping Luo ISeg 87 542 0 29 Sep 2019
Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth D. Neven Bert De Brabandere Marc Proesmans Luc Van Gool SSeg ISeg 53 243 0 26 Jun 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 126 1,675 0 04 Apr 2019
TensorMask: A Foundation for Dense Object Segmentation Xinlei Chen Ross B. Girshick Kaiming He Piotr Dollár ISeg 71 320 0 28 Mar 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 780 8,533 0 03 Jan 2019
Probabilistic Object Detection: Definition and Evaluation David Hall Feras Dayoub John Skinner Haoyang Zhang Dimity Miller Peter Corke G. Carneiro A. Angelova Niko Sünderhauf UQCV 80 110 0 27 Nov 2018
Pixelwise Instance Segmentation with a Dynamically Instantiated Network Anurag Arnab Philip Torr ISeg SSeg 59 232 0 07 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,195 0 20 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 477 22,108 0 09 Dec 2016
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses Christian Rupprecht Iro Laina R. DiPietro Maximilian Baust Federico Tombari Nassir Navab Gregory D. Hager 58 184 0 01 Dec 2016
Deep Watershed Transform for Instance Segmentation Min Bai R. Urtasun ISeg SSeg 118 523 0 24 Nov 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,623 0 06 Apr 2016
Fast R-CNN Ross B. Girshick ObjD 306 25,059 0 30 Apr 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,929 0 20 Dec 2013