Evidential Deep Learning for Open Set Action Recognition

21 July 2021

Papers citing "Evidential Deep Learning for Open Set Action Recognition"

50 / 65 papers shown

Title
H-MoRe: Learning Human-centric Motion Representation for Action Analysis Zhanbo Huang Xiaoming Liu Yu Kong 3DH 43 0 0 14 Apr 2025
Label Calibration in Source Free Domain Adaptation Shivangi Rai Rini Smita Thakur Kunal Jangid Vinod K. Kurmi UQCV 43 1 0 13 Jan 2025
Uncertainty Estimation for 3D Object Detection via Evidential Learning N. Durasov Rafid Mahmood Jiwoong Choi Marc T. Law James Lucas Pascal Fua Jose M. Alvarez UQCV EDL 3DPC 54 1 0 31 Oct 2024
Uncertainty-Error correlations in Evidential Deep Learning models for biomedical segmentation Hai Siong Tan Kuancheng Wang R. Mcbeth UQCV 25 0 0 24 Oct 2024
Revisiting Essential and Nonessential Settings of Evidential Deep Learning Mengyuan Chen Junyu Gao Changsheng Xu EDL 43 1 0 01 Oct 2024
Face Forgery Detection with Elaborate Backbone Zonghui Guo Y. Liu Jie Zhang Haiyong Zheng Shiguang Shan AAML CVBM 28 1 0 25 Sep 2024
Uncertainty-Guided Appearance-Motion Association Network for Out-of-Distribution Action Detection Xiang Fang Arvind Easwaran B. Genest 36 4 0 16 Sep 2024
A Comprehensive Survey on Evidential Deep Learning and Its Applications Junyu Gao Mengyuan Chen Liangyu Xiang Changsheng Xu EDL BDL UQCV 42 5 0 07 Sep 2024
Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding Kaijing Ma Haojian Huang Jin Chen Haodong Chen Pengliang Ji ... Han Fang Chao Ban Hao Sun Mulin. Chen Xuelong Li 37 7 0 29 Aug 2024
Evidential Deep Partial Multi-View Classification With Discount Fusion Haojian Huang Zhe Liu S. Letchmunan Muhammet Deveci Mingwei Lin Weizhong Wang 40 4 0 23 Aug 2024
Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation Juepeng Zheng Yibin Wen Jinxiao Zhang Runmin Dong H. Fu 63 0 0 14 Aug 2024
Elevator, Escalator or Neither? Classifying Pedestrian Conveyor State Using Inertial Navigation System Tianlang He Zhiqiu Xia S.-H. Gary Chan 34 0 0 06 May 2024
Open-Set Video-based Facial Expression Recognition with Human Expression-sensitive Prompting Yuanyuan Liu Yuxuan Huang Shuyang Liu Yibing Zhan Zijing Chen Zhe Chen VLM 42 1 0 26 Apr 2024
CREST: Cross-modal Resonance through Evidential Deep Learning for Enhanced Zero-Shot Learning Haojian Huang Xiaozhen Qiao Zhuo Chen Haodong Chen Bingyu Li Zhe Sun Mulin. Chen Xuelong Li 34 10 0 15 Apr 2024
Open-Set Recognition in the Age of Vision-Language Models Dimity Miller Niko Sünderhauf Alex Kenna Keita Mason VLM 34 3 0 25 Mar 2024
Benchmarking Micro-action Recognition: Dataset, Methods, and Applications Dan Guo Kun Li Bin Hu Yan Zhang Meng Wang 57 38 0 08 Mar 2024
Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods? Mira Jürgens Nis Meinert Viktor Bengs Eyke Hüllermeier Willem Waegeman UQCV UD PER EDL BDL 27 11 0 14 Feb 2024
OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery Long Bai Guan-Feng Wang Jie Wang Xiaoxiao Yang Huxin Gao Xin Liang An-Chi Wang Mobarakol Islam Hongliang Ren 33 6 0 10 Feb 2024
Deep Learning Approaches for Seizure Video Analysis: A Review David Ahmedt-Aristizabal M. Armin Zeeshan Hayder Norberto Garcia-Cairasco Lars Petersson Clinton Fookes Simon Denman A. McGonigal 29 21 0 18 Dec 2023
Hybrid Sample Synthesis-based Debiasing of Classifier in Limited Data Setting Piyush Arora Pratik Mazumder 19 1 0 13 Dec 2023
Model Evaluation for Domain Identification of Unknown Classes in Open-World Recognition: A Proposal Gusti Ahmad Fanshuri Alfarisy O. A. Malik Ong Wee Hong 9 0 0 09 Dec 2023
Towards Open-set Gesture Recognition via Feature Activation Enhancement and Orthogonal Prototype Learning Chen Liu Can Han Chengfeng Zhou C. Cai Suncheng Xiang Hualiang Ni Dahong Qian 20 2 0 05 Dec 2023
Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception Lei Fan Mingfu Liang Yunxuan Li Gang Hua Ying Wu 6 5 0 23 Nov 2023
Evidential Uncertainty Quantification: A Variance-Based Perspective Ruxiao Duan B. Caffo Harrison X. Bai Haris I. Sair Craig K. Jones UD EDL UQCV BDL PER 34 13 0 19 Nov 2023
Uncertainty-guided Boundary Learning for Imbalanced Social Event Detection Jiaqian Ren Hao Peng Lei Jiang Zhiwei Liu Jia Wu Zhengtao Yu Phillp S. Yu 23 13 0 30 Oct 2023
EdVAE: Mitigating Codebook Collapse with Evidential Discrete Variational Autoencoders Gulcin Baykal M. Kandemir Gözde B. Ünal 19 12 0 09 Oct 2023
Nearest Neighbor Guidance for Out-of-Distribution Detection Jaewoo Park Yoon Gyo Jung Andrew Beng Jin Teoh OODD 25 30 0 26 Sep 2023
Latent Space Energy-based Model for Fine-grained Open Set Recognition Wentao Bao Qi Yu Yu Kong BDL 35 2 0 19 Sep 2023
MEDL-U: Uncertainty-aware 3D Automatic Annotation based on Evidential Deep Learning Helbert Paat Qing Lian Weilong Yao Tong Zhang EDL 25 0 0 18 Sep 2023
Flexible Visual Recognition by Evidential Modeling of Confusion and Ignorance Lei Fan Bo Liu Haoxiang Li Ying Wu Gang Hua 29 4 0 14 Sep 2023
Continual Evidential Deep Learning for Out-of-Distribution Detection Eduardo Aguilar Bogdan Raducanu P. Radeva Joost van de Weijer OODD EDL 14 7 0 06 Sep 2023
SOAR: Scene-debiasing Open-set Action Recognition Yuanhao Zhai Ziyi Liu Zhenyu Wu Yi Wu Chunluan Zhou David Doermann Junsong Yuan Gang Hua 21 11 0 03 Sep 2023
Opening the Vocabulary of Egocentric Actions Dibyadip Chatterjee Fadime Sener Shugao Ma Angela Yao VLM 36 16 0 22 Aug 2023
OpenAPMax: Abnormal Patterns-based Model for Real-World Alzheimer's Disease Diagnosis Yunyou Huang Xianglong Guan Xiangjiang Lu Xiaoshuan Liang Xiuxia Miao ... Wenjing Liu Li Ma Suqin Tang Zhifei Zhang Jianfeng Zhan OOD 31 0 0 03 Jul 2023
Evidential Detection and Tracking Collaboration: New Problem, Benchmark and Algorithm for Robust Anti-UAV System Xuefeng Zhu Tian-Hao Xu Jian-jun Zhao Jiawen Liu Kai Wang ... Qiang Wang Lei Jin Zhengyu Zhu Junliang Xing Xiaojun Wu 34 9 0 27 Jun 2023
Learn to Accumulate Evidence from All Training Samples: Theory and Practice Deepshikha Pandey Qi Yu EDL 27 16 0 19 Jun 2023
Perception and Semantic Aware Regularization for Sequential Confidence Calibration Zhenghua Peng Yuanmao Luo Tianshui Chen Keke Xu Shuangping Huang AI4TS 30 2 0 31 May 2023
UMat: Uncertainty-Aware Single Image High Resolution Material Capture Carlos Rodriguez-Pardo Henar Dominguez-Elvira David Pascual-Hernández Elena Garces 17 15 0 25 May 2023
Lightweight Delivery Detection on Doorbell Cameras Pirazh Khorramshahi Zhe Wu Tianchen Wang Luke Deluccia Hongcheng Wang 11 0 0 13 May 2023
Enlarging Instance-specific and Class-specific Information for Open-set Action Recognition Jun Cen Shiwei Zhang Xiang Wang Yixuan Pei Zhiwu Qing Yingya Zhang Qifeng Chen 26 3 0 25 Mar 2023
Adaptive Negative Evidential Deep Learning for Open-set Semi-supervised Learning Yang Yu Danruo Deng Fu-Lun Liu Yueming Jin Qi Dou Guangyong Chen Pheng-Ann Heng EDL BDL 27 3 0 21 Mar 2023
Toward Unsupervised Realistic Visual Question Answering Yuwei Zhang Chih-Hui Ho Nuno Vasconcelos CoGe 19 2 0 09 Mar 2023
EvCenterNet: Uncertainty Estimation for Object Detection using Evidential Learning Monish R. Nallapareddy Kshitij Sirohi Paulo L. J. Drews-Jr Wolfram Burgard Chih-Hong Cheng Abhinav Valada EDL 28 7 0 06 Mar 2023
Uncertainty Estimation by Fisher Information-based Evidential Deep Learning Danruo Deng Guangyong Chen Yang Yu Fu-Lun Liu Pheng-Ann Heng EDL UQCV FedML 29 40 0 03 Mar 2023
Open Set Action Recognition via Multi-Label Evidential Learning Chen Zhao Dawei Du A. Hoogs Christopher Funk EDL 14 23 0 27 Feb 2023
Dirichlet-based Uncertainty Calibration for Active Domain Adaptation Mixue Xie Shuang Li Rui Zhang Chi Harold Liu UQCV 38 29 0 27 Feb 2023
A Survey on Uncertainty Quantification Methods for Deep Learning Wenchong He Zhe Jiang Tingsong Xiao Zelin Xu Yukun Li BDL UQCV AI4CE 19 18 0 26 Feb 2023
The Devil is in the Wrongly-classified Samples: Towards Unified Open-set Recognition Jun Cen Di Luan Shiwei Zhang Yixuan Pei Yingya Zhang Deli Zhao Shaojie Shen Qifeng Chen 11 19 0 08 Feb 2023
On Second-Order Scoring Rules for Epistemic Uncertainty Quantification Viktor Bengs Eyke Hüllermeier Willem Waegeman UQCV 202 25 0 30 Jan 2023
InternVideo: General Video Foundation Models via Generative and Discriminative Learning Yi Wang Kunchang Li Yizhuo Li Yinan He Bingkun Huang ... Junting Pan Jiashuo Yu Yali Wang Limin Wang Yu Qiao VLM VGen 43 309 0 06 Dec 2022