OpenGAN: Open-Set Recognition via Open Data Generation

7 April 2021

Papers citing "OpenGAN: Open-Set Recognition via Open Data Generation"

50 / 117 papers shown

Title
Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation Jianing Zhu Geng Yu Jiangchao Yao Tongliang Liu Gang Niu Masashi Sugiyama Bo Han OODD 45 30 0 21 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 45 18 0 03 Oct 2023
Don't Miss Out on Novelty: Importance of Novel Features for Deep Anomaly Detection S. Sivaprasad Mario Fritz AAML 33 0 0 01 Oct 2023
Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data Mohammad Azizmalayeri Ameen Abu-Hanna Dirk Kraft OOD 71 5 0 28 Sep 2023
Recursive Counterfactual Deconfounding for Object Recognition Qiulei Dong Hong Wang Qiulei Dong BDL CML 43 0 0 25 Sep 2023
LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition Haoxuan Qu Xiaofei Hui Yujun Cai Jun Liu 69 10 0 22 Sep 2023
Latent Space Energy-based Model for Fine-grained Open Set Recognition Wentao Bao Qi Yu Yu Kong BDL 46 2 0 19 Sep 2023
Flexible Visual Recognition by Evidential Modeling of Confusion and Ignorance Lei Fan Bo Liu Haoxiang Li Ying Wu Gang Hua 41 5 0 14 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 46 11 0 03 Sep 2023
LORD: Leveraging Open-Set Recognition with Unknown Data Tobias Koch Christian Riess Thomas Köhler 31 2 0 24 Aug 2023
Complementary Frequency-Varying Awareness Network for Open-Set Fine-Grained Image Recognition Qiulei Dong Hong Wang Qiulei Dong 43 0 0 14 Jul 2023
Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational Pathology Guillaume Vray Devavrat Tomar Jean-Philippe Thiran Behzad Bozorgtabar MedIm 42 0 0 10 Jul 2023
Learning Large Margin Sparse Embeddings for Open Set Medical Diagnosis Mingyuan Liu Lu Xu Jicong Zhang 31 5 0 10 Jul 2023
Learning Adversarial Semantic Embeddings for Zero-Shot Recognition in Open Worlds Tianqi Li Guansong Pang Xiao Bai Jingyi Zheng Lei Zhou Xin Ning VLM 48 28 0 07 Jul 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 45 0 0 03 Jul 2023
Partial-label Learning with Mixed Closed-set and Open-set Out-of-candidate Examples Shuo He Lei Feng Guowu Yang 37 1 0 02 Jul 2023
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization Yebin Liu Chris Xing Tian Haoliang Li Lei Ma Shiqi Wang UQCV 45 19 0 05 Jun 2023
DOS: Diverse Outlier Sampling for Out-of-Distribution Detection Wenyu Jiang Hao Cheng Mingcai Chen Chongjun Wang Hongxin Wei OOD OODD 60 9 0 03 Jun 2023
Improving Knowledge Distillation via Regularizing Feature Norm and Direction Yuzhu Wang Lechao Cheng Manni Duan Yongheng Wang Zunlei Feng Shu Kong 52 20 0 26 May 2023
Progressive Open Space Expansion for Open-Set Model Attribution Tianyun Yang Danding Wang Fan Tang Xinying Zhao Juan Cao Sheng Tang 59 17 0 13 Mar 2023
Hybrid Open-set Segmentation with Synthetic Negative Data Matej Grcić Sinivsa vSegvić 31 6 0 19 Jan 2023
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection Chao Feng Ziyang Chen Andrew Owens 40 73 0 04 Jan 2023
PointCaM: Cut-and-Mix for Open-Set Point Cloud Learning Jie Hong Shi Qiu Weihong Li Saeed Anwar Mehrtash Harandi Nick Barnes L. Petersson 3DPC 46 6 0 05 Dec 2022
Spatial-Temporal Attention Network for Open-Set Fine-Grained Image Recognition Qiulei Dong Hong Wang Qiulei Dong 3DPC ViT 40 1 0 25 Nov 2022
Open-Set Object Detection Using Classification-free Object Proposal and Instance-level Contrastive Learning Zhongxiang Zhou Yifei Yang Yue Wang R. Xiong ObjD 31 13 0 21 Nov 2022
PartCom: Part Composition Learning for 3D Open-Set Recognition Tingyu Weng Junhao Xiao Haiyong Jiang 3DPC 28 3 0 20 Nov 2022
MetaMax: Improved Open-Set Deep Neural Networks via Weibull Calibration Zongyao Lyu Nolan B. Gutierrez William J. Beksi BDL 29 2 0 20 Nov 2022
OpenAUC: Towards AUC-Oriented Open-Set Recognition Zitai Wang Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang MQ 50 26 0 22 Oct 2022
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection Jingkang Yang Pengyun Wang Dejian Zou Zitang Zhou Kun Ding ... Kaiyang Zhou Wayne Zhang Dan Hendrycks Yixuan Li Ziwei Liu OODD 45 233 0 13 Oct 2022
Continual Learning with Evolving Class Ontologies Zhiqiu Lin Deepak Pathak Yu-Xiong Wang Deva Ramanan Shu Kong CLL 49 9 0 10 Oct 2022
Your Out-of-Distribution Detection Method is Not Robust! Mohammad Azizmalayeri Arshia Soltani Moakhar Arman Zarei Reihaneh Zohrabi M. T. Manzuri M. Rohban OODD 54 16 0 30 Sep 2022
A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection Navid Ghassemi E. F. Ersi AAML OODD 51 4 0 26 Sep 2022
Raising the Bar on the Evaluation of Out-of-Distribution Detection Jishnu Mukhoti Tsung-Yu Lin Bor-Chun Chen Ashish Shah Philip Torr P. Dokania Ser-Nam Lim OODD 31 4 0 24 Sep 2022
Measuring Human Perception to Improve Open Set Recognition Jingwei Huang D. Prijatelj Justin Dulay Walter J. Scheirer BDL 66 9 0 08 Sep 2022
Temporal Flow Mask Attention for Open-Set Long-Tailed Recognition of Wild Animals in Camera-Trap Images Jeongsoo Kim Sangmin Woo Byeongjun Park Changick Kim 35 2 0 31 Aug 2022
Probing Contextual Diversity for Dense Out-of-Distribution Detection Silvio Galesso M. A. Bravo Mehdi Naouar Thomas Brox 31 4 0 30 Aug 2022
Semantic Driven Energy based Out-of-Distribution Detection Abhishek Joshi Sathish Chalasani K. N. Iyer OODD 49 4 0 23 Aug 2022
Curved Geometric Networks for Visual Anomaly Recognition Jie Hong Pengfei Fang Weihao Li Junlin Han L. Petersson Mehrtash Harandi 43 6 0 02 Aug 2022
3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point Clouds A. Alliegro Francesco Cappio Borlino Tatiana Tommasi 3DPC 3DV 42 7 0 23 Jul 2022
Difficulty-Aware Simulator for Open Set Recognition WonJun Moon Junho Park Hyun Seok Seong Cheol-Ho Cho Jae-Pil Heo 31 32 0 20 Jul 2022
Rectifying Open-set Object Detection: A Taxonomy, Practical Applications, and Proper Evaluation Yusuke Hosoya Masanori Suganuma Takayuki Okatani ObjD 46 2 0 20 Jul 2022
Few-shot Open-set Recognition Using Background as Unknowns Nan Song Chi Zhang Guosheng Lin VLM SSL 31 10 0 19 Jul 2022
Orthogonal-Coding-Based Feature Generation for Transductive Open-Set Recognition via Dual-Space Consistent Sampling Qiulei Dong Qiulei Dong 25 0 0 13 Jul 2022
Harnessing Out-Of-Distribution Examples via Augmenting Content and Style Zhuo Huang Xiaobo Xia Li Shen Bo Han Biwei Huang Chen Gong Tongliang Liu OODD 38 46 0 07 Jul 2022
Class-Specific Semantic Reconstruction for Open Set Recognition Hongzhi Huang Yu Wang Qinghua Hu Mingg-Ming Cheng BDL 42 58 0 05 Jul 2022
ADBench: Anomaly Detection Benchmark Songqiao Han Xiyang Hu Hailiang Huang Mingqi Jiang Yue Zhao OOD 46 297 0 19 Jun 2022
What is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding without Text Inputs Tal Shaharabany Yoad Tewel Lior Wolf ObjD 38 16 0 19 Jun 2022
OOD Augmentation May Be at Odds with Open-Set Recognition Mohammad Azizmalayeri M. Rohban 22 9 0 09 Jun 2022
OneRing: A Simple Method for Source-free Open-partial Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 36 0 0 07 Jun 2022
Exploring the Open World Using Incremental Extreme Value Machines Tobias Koch Felix Liebezeit Christian Riess Vincent Christlein Thomas Köhler VLM 36 3 0 30 May 2022