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Adversarial Reciprocal Points Learning for Open Set Recognition
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Adversarial Reciprocal Points Learning for Open Set Recognition

Guangyao Chen
Peixi Peng
Xiangqian Wang
Yonghong Tian
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Papers citing "Adversarial Reciprocal Points Learning for Open Set Recognition"

50 / 120 papers shown
Title
Enclosing Prototypical Variational Autoencoder for Explainable Out-of-Distribution Detection
Enclosing Prototypical Variational Autoencoder for Explainable Out-of-Distribution Detection
Conrad Orglmeister
Erik Bochinski
Volker Eiselein
Elvira Fleig
24
0
0
17 Jun 2025
SASep: Saliency-Aware Structured Separation of Geometry and Feature for Open Set Learning on Point Clouds
SASep: Saliency-Aware Structured Separation of Geometry and Feature for Open Set Learning on Point Clouds
Jinfeng Xu
Xianzhi Li
Yuan Tang
Xu Han
Qiao Yu
Yixue Hao
Long Hu
Min Chen
3DPC
33
0
0
16 Jun 2025
Boosting Open Set Recognition Performance through Modulated Representation Learning
Boosting Open Set Recognition Performance through Modulated Representation Learning
Amit Kumar Kundu
Vaishnavi Patil
Joseph Jaja
68
0
0
23 May 2025
Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation
Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation
Jiawen Xu
O. Kao
Margret Keuper
128
0
0
19 May 2025
On the Learning with Augmented Class via Forests
On the Learning with Augmented Class via Forests
Fan Xu
Wuyang Chen
Wei Gao
50
0
0
14 May 2025
ECG Identity Authentication in Open-set with Multi-model Pretraining and Self-constraint Center & Irrelevant Sample Repulsion Learning
ECG Identity Authentication in Open-set with Multi-model Pretraining and Self-constraint Center & Irrelevant Sample Repulsion Learning
Mingyu Dong
Zhidong Zhao
Hao Wang
Yefei Zhang
Yanjun Deng
438
0
0
25 Apr 2025
Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery
Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery
Alireza Fathalizadeh
Roozbeh Razavi-Far
CLL
82
0
0
11 Apr 2025
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery
Shijie Ma
Fei Zhu
Xu-Yao Zhang
Cheng-Lin Liu
94
3
0
02 Apr 2025
Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images
Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images
Tai D. Nguyen
Aref Azizpour
Matthew C. Stamm
114
1
0
26 Mar 2025
BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background Priors
BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background Priors
Yu Wang
Junxian Mu
Hongzhi Huang
Qilong Wang
Pengfei Zhu
Q. Hu
241
1
0
22 Mar 2025
SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models
SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models
Nadarasar Bahavan
Sachith Seneviratne
Saman K. Halgamuge
BDL
109
1
0
11 Mar 2025
Open-Set Recognition of Novel Species in Biodiversity Monitoring
Yuyan Chen
Nico Lang
B. Christian Schmidt
Aditya Jain
Yves Basset
Sara Beery
Maxim Larrivée
David Rolnick
144
0
0
03 Mar 2025
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing
Xiang Xiang
Zhuo Xu
Yao Deng
Qinhao Zhou
Yifan Liang
Ke Chen
Qingfang Zheng
Yaowei Wang
Xilin Chen
Wen Gao
VLM
140
0
0
28 Feb 2025
Rethinking Epistemic and Aleatoric Uncertainty for Active Open-Set Annotation: An Energy-Based Approach
Rethinking Epistemic and Aleatoric Uncertainty for Active Open-Set Annotation: An Energy-Based Approach
Chen-Chen Zong
Sheng-Jun Huang
EDL
163
0
0
27 Feb 2025
A Deep Positive-Negative Prototype Approach to Integrated Prototypical Discriminative Learning
Ramin Zarei-Sabzevar
Ahad Harati
93
2
0
05 Jan 2025
Familiarity-Based Open-Set Recognition Under Adversarial Attacks
Familiarity-Based Open-Set Recognition Under Adversarial Attacks
Philip Enevoldsen
Christian Gundersen
Nico Lang
Serge Belongie
Christian Igel
140
1
0
03 Jan 2025
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios
Ning Liao
Xiaopeng Zhang
Minglu Cao
Junchi Yan
VPVLMVLM
183
0
0
31 Dec 2024
Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration
Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration
Lucas Fernando Alvarenga e Silva
Samuel Felipe dos Santos
N. Sebe
Jurandy Almeida
40
1
0
24 Dec 2024
Adaptive Hierarchical Graph Cut for Multi-granularity Out-of-distribution Detection
Adaptive Hierarchical Graph Cut for Multi-granularity Out-of-distribution Detection
Xiang Fang
Arvind Easwaran
B. Genest
Ponnuthurai Nagaratnam Suganthan
OODD
129
0
0
20 Dec 2024
UADet: A Remarkably Simple Yet Effective Uncertainty-Aware Open-Set Object Detection Framework
UADet: A Remarkably Simple Yet Effective Uncertainty-Aware Open-Set Object Detection Framework
Silin Cheng
Yuanpei Liu
Kai Han
EDL
151
0
0
12 Dec 2024
Going Beyond Conventional OOD Detection
Sudarshan Regmi
OODD
173
1
0
16 Nov 2024
Domain Expansion and Boundary Growth for Open-Set Single-Source Domain Generalization
Domain Expansion and Boundary Growth for Open-Set Single-Source Domain Generalization
Pengkun Jiao
Na Zhao
Jingjing Chen
Yu-Gang Jiang
OOD
142
0
0
05 Nov 2024
Enhancing Open-Set Speaker Identification through Rapid Tuning with Speaker Reciprocal Points and Negative Sample
Enhancing Open-Set Speaker Identification through Rapid Tuning with Speaker Reciprocal Points and Negative Sample
Zhiyong Chen
Zhiqi Ai
Xinnuo Li
Shugong Xu
57
0
0
24 Sep 2024
Effects of Common Regularization Techniques on Open-Set Recognition
Effects of Common Regularization Techniques on Open-Set Recognition
Zachary Rabin
Jim Davis
Benjamin Lewis
Matthew Scherreik
BDL
54
0
0
03 Sep 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
Sarah Rastegar
Mohammadreza Salehi
Yuki M. Asano
Hazel Doughty
Cees G. M. Snoek
94
5
0
26 Aug 2024
Learning Unknowns from Unknowns: Diversified Negative Prototypes Generator for Few-Shot Open-Set Recognition
Learning Unknowns from Unknowns: Diversified Negative Prototypes Generator for Few-Shot Open-Set Recognition
Zhenyu Zhang
Guangyao Chen
Yixiong Zou
Yuhua Li
Ruixuan Li
UQCV
109
0
0
23 Aug 2024
Are CLIP features all you need for Universal Synthetic Image Origin Attribution?
Are CLIP features all you need for Universal Synthetic Image Origin Attribution?
Dario Cioni
Christos Tzelepis
Lorenzo Seidenari
Ioannis Patras
93
2
0
17 Aug 2024
SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training
SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training
Gengwei Zhang
Liyuan Wang
Guoliang Kang
Ling Chen
Yunchao Wei
VLMCLL
68
7
0
15 Aug 2024
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions
Kai-Chun Liu
Zhihang Fu
Chao Chen
Sheng Jin
Ze Chen
Mingyuan Tao
Rongxin Jiang
Jieping Ye
VLMOODD
106
5
0
23 Jul 2024
OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning
OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning
Xu Yin
Fei Pan
G. An
Yuchi Huo
Zixuan Xie
Sung-eui Yoon
BDLVLM
156
1
0
02 Jul 2024
Unseen Object Reasoning with Shared Appearance Cues
Unseen Object Reasoning with Shared Appearance Cues
Paridhi Singh
Arun C. S. Kumar
OCL
56
0
0
21 Jun 2024
Large-Scale Evaluation of Open-Set Image Classification Techniques
Large-Scale Evaluation of Open-Set Image Classification Techniques
Halil Bisgin
Andres Palechor
Mike Suter
Manuel Günther
63
1
0
13 Jun 2024
Cascading Unknown Detection with Known Classification for Open Set Recognition
Cascading Unknown Detection with Known Classification for Open Set Recognition
Daniel Brignac
Abhijit Mahalanobis
68
1
0
10 Jun 2024
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
Hao Dong
Yue Zhao
Eleni Chatzi
Olga Fink
OODD
85
18
0
27 May 2024
BOSC: A Backdoor-based Framework for Open Set Synthetic Image Attribution
BOSC: A Backdoor-based Framework for Open Set Synthetic Image Attribution
Jun Wang
B. Tondi
Mauro Barni
DiffM
89
1
0
19 May 2024
Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample Detection
Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample Detection
Atefeh Mahdavi
Marco M. Carvalho
126
0
0
09 May 2024
Revealing the Two Sides of Data Augmentation: An Asymmetric Distillation-based Win-Win Solution for Open-Set Recognition
Revealing the Two Sides of Data Augmentation: An Asymmetric Distillation-based Win-Win Solution for Open-Set Recognition
Yunbing Jia
Xiaoyu Kong
Fan Tang
Yixing Gao
Weiming Dong
Yi Yang
95
3
0
28 Apr 2024
Dynamic Against Dynamic: An Open-set Self-learning Framework
Dynamic Against Dynamic: An Open-set Self-learning Framework
Haifeng Yang
Chuanxing Geng
Pong C. Yuen
Songcan Chen
120
1
0
27 Apr 2024
Open-Set Video-based Facial Expression Recognition with Human Expression-sensitive Prompting
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
120
1
0
26 Apr 2024
Know Yourself Better: Diverse Discriminative Feature Learning Improves Open Set Recognition
Know Yourself Better: Diverse Discriminative Feature Learning Improves Open Set Recognition
Jiawen Xu
81
1
0
16 Apr 2024
PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization
PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization
Zining Chen
Weiqiu Wang
Zhicheng Zhao
Fei Su
Aidong Men
Hongying Meng
VLM
88
10
0
13 Apr 2024
Unified Entropy Optimization for Open-Set Test-Time Adaptation
Unified Entropy Optimization for Open-Set Test-Time Adaptation
Zhengqing Gao
Xu-Yao Zhang
Cheng-Lin Liu
TTA
109
7
0
09 Apr 2024
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization
Mainak Singha
Ankit Jha
Shirsha Bose
Ashwin Nair
Moloud Abdar
Biplab Banerjee
VLM
98
12
0
31 Mar 2024
SCOD: From Heuristics to Theory
SCOD: From Heuristics to Theory
Vojtech Franc
Jakub Paplhám
D. Prusa
65
2
0
25 Mar 2024
Open-Set Recognition in the Age of Vision-Language Models
Open-Set Recognition in the Age of Vision-Language Models
Dimity Miller
Niko Sünderhauf
Alex Kenna
Keita Mason
VLM
66
6
0
25 Mar 2024
Adaptive Discovering and Merging for Incremental Novel Class Discovery
Adaptive Discovering and Merging for Incremental Novel Class Discovery
Guangyao Chen
Peixi Peng
Yangru Huang
Mengyue Geng
Yonghong Tian
CLLMoMe
79
9
0
06 Mar 2024
ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection
ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection
Bo Peng
Yadan Luo
Yonggang Zhang
Yixuan Li
Zhen Fang
64
14
0
27 Feb 2024
Outlier detection by ensembling uncertainty with negative objectness
Outlier detection by ensembling uncertainty with negative objectness
Anja Delić
Matej Grcić
Sinisa Segvic
UQCV
118
15
0
23 Feb 2024
OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery
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
76
8
0
10 Feb 2024
WiOpen: A Robust Wi-Fi-based Open-set Gesture Recognition Framework
WiOpen: A Robust Wi-Fi-based Open-set Gesture Recognition Framework
Xiang Zhang
Jingyang Huang
Huan Yan
Peng Zhao
Guohang Zhuang
Zhi Liu
Bin Liu
EDL
51
4
0
01 Feb 2024

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