ProtoP-OD: Explainable Object Detection with Prototypical Parts

ProtoP-OD: Explainable Object Detection with Prototypical Parts

29 February 2024

Pavlos Rath-Manakidis

Frederik Strothmann

Tobias Glasmachers

Laurenz Wiskott

Papers citing "ProtoP-OD: Explainable Object Detection with Prototypical Parts"

12 / 12 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 115 1,399 0 07 Mar 2022
Vision Transformer with Deformable Attention Zhuofan Xia Xuran Pan S. Song Li Erran Li Gao Huang ViT 43 464 0 03 Jan 2022
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 129 4,993 0 08 Oct 2020
Concept Bottleneck Models Pang Wei Koh Thao Nguyen Y. S. Tang Stephen Mussmann Emma Pierson Been Kim Percy Liang 66 801 0 09 Jul 2020
Black-box Explanation of Object Detectors via Saliency Maps Vitali Petsiuk R. Jain Varun Manjunatha Vlad I. Morariu Ashutosh Mehra Vicente Ordonez Kate Saenko FAtt 34 124 0 05 Jun 2020
Quantifying Attention Flow in Transformers Samira Abnar Willem H. Zuidema 81 786 0 02 May 2020
Understanding and Improving Layer Normalization Jingjing Xu Xu Sun Zhiyuan Zhang Guangxiang Zhao Junyang Lin FAtt 59 346 0 16 Nov 2019
Interpretable Image Recognition with Hierarchical Prototypes Peter Hase Chaofan Chen Oscar Li Cynthia Rudin VLM 30 111 0 25 Jun 2019
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 137 4,928 0 02 Nov 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 65 5,920 0 04 Mar 2017
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 494 36,643 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 343 61,900 0 04 Jun 2015