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OpenGAN: Open-Set Recognition via Open Data Generation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
7 April 2021
Shu Kong
Deva Ramanan
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ArXiv (abs)
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Papers citing
"OpenGAN: Open-Set Recognition via Open Data Generation"
50 / 129 papers shown
Open-Set Domain Adaptation Under Background Distribution Shift: Challenges and A Provably Efficient Solution
Shravan Chaudhari
Yoav Wald
Suchi Saria
OOD
VLM
364
0
0
01 Dec 2025
RankOOD -- Class Ranking-based Out-of-Distribution Detection
Dishanika Denipitiyage
Naveen Karunanayake
Suranga Seneviratne
Sanjay Chawla
OODD
238
0
0
25 Nov 2025
SG-OIF: A Stability-Guided Online Influence Framework for Reliable Vision Data
Penghao Rao
Runmin Jiang
Min Xu
143
0
0
21 Nov 2025
The Finer the Better: Towards Granular-aware Open-set Domain Generalization
Yunyun Wang
Zheng Duan
Xinyue Liao
Ke-Jia Chen
Songcan Chen
BDL
VLM
344
0
0
21 Nov 2025
BootOOD: Self-Supervised Out-of-Distribution Detection via Synthetic Sample Exposure under Neural Collapse
Yuanchao Wang
Tian Qin
Eduardo Valle
Bruno Abrahao
OODD
365
0
0
17 Nov 2025
Nearest-Class Mean and Logits Agreement for Wildlife Open-Set Recognition
Jiahao Huo
Mufhumudzi Muthivhi
Terence L van Zyl
Fredrik Gustafsson
162
0
0
20 Oct 2025
Evolving from Unknown to Known: Retentive Angular Representation Learning for Incremental Open Set Recognition
Runqing Yang
Yimin Fu
Changyuan Wu
Zhunga Liu
332
0
0
08 Sep 2025
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos
Qiyue Sun
Qiming Huang
Yang Yang
Hongjun Wang
Jianbo Jiao
264
0
0
29 Aug 2025
COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition
Ryan Rabinowitz
Steve Cruz
Walter J. Scheirer
Terrance Boult
BDL
208
1
0
01 Aug 2025
Adversarial Reconstruction Feedback for Robust Fine-grained Generalization
Shijie Wang
Jian Shi
Haojie Li
198
0
0
29 Jul 2025
Handling Out-of-Distribution Data: A Survey
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2025
L. Tamang
Mohamed Reda Bouadjenek
Richard Dazeley
S. Aryal
OOD
OODD
368
11
0
25 Jul 2025
Open-Set LiDAR Panoptic Segmentation Guided by Uncertainty-Aware Learning
Rohit Mohan
Julia Hindel
F. Drews
Claudius Gläser
Daniele Cattaneo
Abhinav Valada
UQCV
EDL
532
3
0
16 Jun 2025
SASep: Saliency-Aware Structured Separation of Geometry and Feature for Open Set Learning on Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2025
Jinfeng Xu
Xianzhi Li
Yuan Tang
Xu Han
Qiao Yu
Yixue Hao
Long Hu
Min Chen
3DPC
223
0
0
16 Jun 2025
Balanced Hyperbolic Embeddings Are Natural Out-of-Distribution Detectors
Tejaswi Kasarla
Max van Spengler
Pascal Mettes
OODD
335
2
0
11 Jun 2025
Enabling Validation for Robust Few-Shot Recognition
Hanxin Wang
Tian Liu
Shu Kong
VLM
591
1
0
05 Jun 2025
OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning
Cong Hua
Qianqian Xu
Zhiyong Yang
Zitai Wang
Shilong Bao
Qingming Huang
VLM
331
12
0
08 May 2025
Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images
Computer Vision and Pattern Recognition (CVPR), 2025
Tai D. Nguyen
Aref Azizpour
Matthew C. Stamm
458
2
0
26 Mar 2025
BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background Priors
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Yu Wang
Junxian Mu
Hongzhi Huang
Qilong Wang
Q. Hu
Q. Hu
598
7
0
22 Mar 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP
Computer Vision and Pattern Recognition (CVPR), 2025
M. Cui
Divyam Gupta
Mainak Singha
Sai Bhargav Rongali
Ankit Jha
Muhammad Haris Khan
Biplab Banerjee
VLM
430
6
0
20 Mar 2025
A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR Data
IEEE International Conference on Robotics and Automation (ICRA), 2025
Wenbang Deng
Xieyuanli Chen
Qinghua Yu
Yunze He
Junhao Xiao
Huimin Lu
322
1
0
14 Mar 2025
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
503
2
0
11 Mar 2025
OT-DETECTOR: Delving into Optimal Transport for Zero-shot Out-of-Distribution Detection
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Yu Liu
Hao Tang
Haiqi Zhang
Jing Qin
Hao Sun
OODD
579
2
0
09 Mar 2025
Open-Insect: Benchmarking 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
571
1
0
03 Mar 2025
Solving Instance Detection from an Open-World Perspective
Computer Vision and Pattern Recognition (CVPR), 2025
Qianqian Shen
Yunhan Zhao
Nahyun Kwon
Jeeeun Kim
Yanan Li
Shu Kong
506
4
0
01 Mar 2025
Text Classification Under Class Distribution Shift: A Survey
Adriana Valentina Costache
Silviu Florin Gheorghe
Eduard Poesina
Paul Irofti
Radu Tudor Ionescu
OOD
VLM
457
1
0
18 Feb 2025
Scanning Trojaned Models Using Out-of-Distribution Samples
Hossein Mirzaei
Ali Ansari
Bahar Dibaei Nia
Mojtaba Nafez
Moein Madadi
...
Kian Shamsaie
Mahdi Hajialilue
Jafar Habibi
Mohammad Sabokrou
M. Rohban
OODD
405
5
0
28 Jan 2025
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios
Ning Liao
Xiaopeng Zhang
Minglu Cao
Junchi Yan
VPVLM
VLM
726
2
0
31 Dec 2024
Open-World Panoptic Segmentation
Matteo Sodano
Federico Magistri
Jens Behley
Cyrill Stachniss
VLM
469
1
0
17 Dec 2024
Reject Threshold Adaptation for Open-Set Model Attribution of Deepfake Audio
International Symposium on Chinese Spoken Language Processing (ISCSLP), 2024
Xinrui Yan
Jiangyan Yi
Jianhua Tao
Yujie Chen
Hao Gu
Guanjun Li
Junzuo Zhou
Yong Ren
Tao Xu
398
2
0
02 Dec 2024
FodFoM: Fake Outlier Data by Foundation Models Creates Stronger Visual Out-of-Distribution Detector
ACM Multimedia (MM), 2024
Jiankang Chen
Ling Deng
Zhiyong Gan
Wei-Shi Zheng
Ruixuan Wang
OODD
578
7
0
22 Nov 2024
TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection
AAAI Conference on Artificial Intelligence (AAAI), 2024
Jiankang Chen
Tong Zhang
Wei-Shi Zheng
Ruixuan Wang
OODD
429
6
0
22 Nov 2024
Domain Expansion and Boundary Growth for Open-Set Single-Source Domain Generalization
IEEE transactions on multimedia (IEEE TMM), 2024
Pengkun Jiao
Na Zhao
Yue Yu
Yu-Gang Jiang
OOD
343
4
0
05 Nov 2024
Resilience to the Flowing Unknown: an Open Set Recognition Framework for Data Streams
Hybrid Artificial Intelligence Systems (HAIS), 2024
Marcos Barcina-Blanco
J. Lobo
Pablo García Bringas
Javier Del Ser
246
2
0
31 Oct 2024
AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models
Neural Information Processing Systems (NeurIPS), 2024
Yabin Zhang
Guang Dai
VLM
OODD
304
20
0
26 Oct 2024
Lidar Panoptic Segmentation in an Open World
International Journal of Computer Vision (IJCV), 2024
Anirudh S Chakravarthy
Meghana Reddy Ganesina
Peiyun Hu
Laura Leal-Taixe
Shu Kong
Deva Ramanan
Aljosa Osep
333
9
0
22 Sep 2024
Can OOD Object Detectors Learn from Foundation Models?
European Conference on Computer Vision (ECCV), 2024
Jiahui Liu
Xin Wen
Shizhen Zhao
Yukang Chen
Xiaojuan Qi
OODD
484
16
0
08 Sep 2024
Diffusion based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection
AAAI Conference on Artificial Intelligence (AAAI), 2024
Suhee Yoon
Sanghyu Yoon
Ye Seul Sim
Sungik Choi
Kyungeun Lee
Hye-Seung Cho
Hankook Lee
Woohyung Lim
344
1
0
27 Aug 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
European Conference on Computer Vision (ECCV), 2024
Sarah Rastegar
Mohammadreza Salehi
Yuki M. Asano
Hazel Doughty
Cees G. M. Snoek
279
26
0
26 Aug 2024
LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models
Yabin Zhang
Wenjie Zhu
Chenhang He
Lei Zhang
VLM
402
20
0
12 Jul 2024
Zero-X: A Blockchain-Enabled Open-Set Federated Learning Framework for Zero-Day Attack Detection in IoV
Abdelaziz Amara Korba
Abdelwahab Boualouache
Y. Ghamri-Doudane
208
52
0
03 Jul 2024
OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning
Xu Yin
Fei Pan
G. An
Yuchi Huo
Zixuan Xie
Sung-eui Yoon
BDL
VLM
483
3
0
02 Jul 2024
How Out-of-Distribution Detection Learning Theory Enhances Transformer: Learnability and Reliability
Yijin Zhou
Yutang Ge
Xiaowen Dong
Yuguang Wang
593
0
0
13 Jun 2024
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
Hao Dong
Yue Zhao
Eleni Chatzi
Olga Fink
OODD
310
32
0
27 May 2024
CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection
Lin Zhu
Yifeng Yang
Qinying Gu
Xinbing Wang
Cheng Zhou
Nanyang Ye
VLM
322
10
0
26 May 2024
Qsco: A Quantum Scoring Module for Open-set Supervised Anomaly Detection
Yifeng Peng
Xinyi Li
Zhiding Liang
Ying Wang
356
6
0
25 May 2024
Adversarial Threats to Automatic Modulation Open Set Recognition in Wireless Networks
Global Communications Conference (GLOBECOM), 2024
Yandie Yang
Sicheng Zhang
Kuixian Li
Qiao Tian
Yun Lin
AAML
387
5
0
08 May 2024
Dynamic Against Dynamic: An Open-set Self-learning Framework
Haifeng Yang
Chuanxing Geng
Pong C. Yuen
Songcan Chen
448
2
0
27 Apr 2024
Gradient-Regularized Out-of-Distribution Detection
Sina Sharifi
Taha Entesari
Bardia Safaei
Vishal M. Patel
Mahyar Fazlyab
OODD
361
13
0
18 Apr 2024
Learning Transferable Negative Prompts for Out-of-Distribution Detection
Computer Vision and Pattern Recognition (CVPR), 2024
Tianqi Li
Guansong Pang
Xiaolong Bai
Wenjun Miao
Jingyi Zheng
VLM
316
52
0
04 Apr 2024
A noisy elephant in the room: Is your out-of-distribution detector robust to label noise?
Computer Vision and Pattern Recognition (CVPR), 2024
Galadrielle Humblot-Renaux
Sergio Escalera
T. Moeslund
OODD
UQCV
NoLa
251
17
0
02 Apr 2024
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