Evolving from Unknown to Known: Retentive Angular Representation Learning for Incremental Open Set Recognition
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Runqing, Fu, Yimin, Wu, Changyuan, Liu, Zhunga |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Collaborative Learning of Scattering and Deep Features for SAR Target Recognition with Noisy Labels
by: Fu, Yimin, et al.
Published: (2025)
by: Fu, Yimin, et al.
Published: (2025)
Cascading Unknown Detection with Known Classification for Open Set Recognition
by: Brignac, Daniel, et al.
Published: (2024)
by: Brignac, Daniel, et al.
Published: (2024)
Known Meets Unknown: Mitigating Overconfidence in Open Set Recognition
by: Zhao, Dongdong, et al.
Published: (2025)
by: Zhao, Dongdong, et al.
Published: (2025)
Rethinking Representations for Cross-Domain Infrared Small Target Detection: A Generalizable Perspective from the Frequency Domain
by: Fu, Yimin, et al.
Published: (2026)
by: Fu, Yimin, et al.
Published: (2026)
Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration
by: Silva, Lucas Fernando Alvarenga e, et al.
Published: (2024)
by: Silva, Lucas Fernando Alvarenga e, et al.
Published: (2024)
Open-Set Object Detection By Aligning Known Class Representations
by: Sarkar, Hiran, et al.
Published: (2024)
by: Sarkar, Hiran, et al.
Published: (2024)
Learning Unknowns from Unknowns: Diversified Negative Prototypes Generator for Few-Shot Open-Set Recognition
by: Zhang, Zhenyu, et al.
Published: (2024)
by: Zhang, Zhenyu, et al.
Published: (2024)
Exploring Diverse Representations for Open Set Recognition
by: Wang, Yu, et al.
Published: (2024)
by: Wang, Yu, et al.
Published: (2024)
Looking into the Unknown: Exploring Action Discovery for Segmentation of Known and Unknown Actions
by: Spurio, Federico, et al.
Published: (2025)
by: Spurio, Federico, et al.
Published: (2025)
Evidence-Guided Unknown Rejection for High-Confidence Near-Known Unknowns
by: Chen, Xi, et al.
Published: (2026)
by: Chen, Xi, et al.
Published: (2026)
SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models
by: Bahavan, Nadarasar, et al.
Published: (2025)
by: Bahavan, Nadarasar, et al.
Published: (2025)
Classifying the Unknown: In-Context Learning for Open-Vocabulary Text and Symbol Recognition
by: Simon, Tom, et al.
Published: (2025)
by: Simon, Tom, et al.
Published: (2025)
Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition
by: Chen, Yang, et al.
Published: (2024)
by: Chen, Yang, et al.
Published: (2024)
Exemplar-Free Class Incremental Learning via Incremental Representation
by: Huang, Libo, et al.
Published: (2024)
by: Huang, Libo, et al.
Published: (2024)
Boosting Open Set Recognition Performance through Modulated Representation Learning
by: Kundu, Amit Kumar, et al.
Published: (2025)
by: Kundu, Amit Kumar, et al.
Published: (2025)
Revisiting Unknowns: Towards Effective and Efficient Open-Set Active Learning
by: Zong, Chen-Chen, et al.
Published: (2026)
by: Zong, Chen-Chen, et al.
Published: (2026)
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation
by: Tan, Wenyi, et al.
Published: (2023)
by: Tan, Wenyi, et al.
Published: (2023)
Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample Detection
by: Mahdavi, Atefeh, et al.
Published: (2024)
by: Mahdavi, Atefeh, et al.
Published: (2024)
Open-Set Facial Expression Recognition
by: Zhang, Yuhang, et al.
Published: (2024)
by: Zhang, Yuhang, et al.
Published: (2024)
TaE: Task-aware Expandable Representation for Long Tail Class Incremental Learning
by: Li, Linjie, et al.
Published: (2024)
by: Li, Linjie, et al.
Published: (2024)
OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning
by: Yin, Xu, et al.
Published: (2024)
by: Yin, Xu, et al.
Published: (2024)
Open-Set Plankton Recognition
by: Kareinen, Joona, et al.
Published: (2025)
by: Kareinen, Joona, et al.
Published: (2025)
Open-Set Vein Biometric Recognition with Deep Metric Learning
by: Pilarek, Paweł, et al.
Published: (2026)
by: Pilarek, Paweł, et al.
Published: (2026)
Style Evolving along Chain-of-Thought for Unknown-Domain Object Detection
by: Zhang, Zihao, et al.
Published: (2025)
by: Zhang, Zihao, et al.
Published: (2025)
Incremental Human-Object Interaction Detection with Invariant Relation Representation Learning
by: Wei, Yana, et al.
Published: (2025)
by: Wei, Yana, et al.
Published: (2025)
Beyond Known Objects: A Novel Framework for Open-Set Object Detection using Negative-Aware Norm
by: Zhang, Yuchen, et al.
Published: (2026)
by: Zhang, Yuchen, et al.
Published: (2026)
All Beings Are Equal in Open Set Recognition
by: Li, Chaohua, et al.
Published: (2024)
by: Li, Chaohua, et al.
Published: (2024)
O1O: Grouping of Known Classes to Identify Unknown Objects as Odd-One-Out
by: Yavuz, Mısra, et al.
Published: (2024)
by: Yavuz, Mısra, et al.
Published: (2024)
Evolving Without Ending: Unifying Multimodal Incremental Learning for Continual Panoptic Perception
by: Yuan, Bo, et al.
Published: (2026)
by: Yuan, Bo, et al.
Published: (2026)
GreedyPrune: Retenting Critical Visual Token Set for Large Vision Language Models
by: Pei, Ruiguang, et al.
Published: (2025)
by: Pei, Ruiguang, et al.
Published: (2025)
Video Domain Incremental Learning for Human Action Recognition in Home Environments
by: Hu, Yuanda, et al.
Published: (2024)
by: Hu, Yuanda, et al.
Published: (2024)
Open-Set Recognition in the Age of Vision-Language Models
by: Miller, Dimity, et al.
Published: (2024)
by: Miller, Dimity, et al.
Published: (2024)
Segmenting Known Objects and Unseen Unknowns without Prior Knowledge
by: Gasperini, Stefano, et al.
Published: (2022)
by: Gasperini, Stefano, et al.
Published: (2022)
Monocular Obstacle Avoidance Based on Inverse PPO for Fixed-wing UAVs
by: Chai, Haochen, et al.
Published: (2024)
by: Chai, Haochen, et al.
Published: (2024)
AMNS: Attention-Weighted Selective Mask and Noise Label Suppression for Text-to-Image Person Retrieval
by: Zhang, Runqing, et al.
Published: (2024)
by: Zhang, Runqing, et al.
Published: (2024)
GaitAdapt: Continual Learning for Evolving Gait Recognition
by: Wang, Jingjie, et al.
Published: (2025)
by: Wang, Jingjie, et al.
Published: (2025)
Open-Set Video-based Facial Expression Recognition with Human Expression-sensitive Prompting
by: Liu, Yuanyuan, et al.
Published: (2024)
by: Liu, Yuanyuan, et al.
Published: (2024)
Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation
by: Liu, Chang, et al.
Published: (2024)
by: Liu, Chang, et al.
Published: (2024)
COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition
by: Rabinowitz, Ryan, et al.
Published: (2025)
by: Rabinowitz, Ryan, et al.
Published: (2025)
Beyond Retraining: Training-Free Unknown Class Filtering for Source-Free Open Set Domain Adaptation of Vision-Language Models
by: Li, Yongguang, et al.
Published: (2025)
by: Li, Yongguang, et al.
Published: (2025)
Similar Items
-
Collaborative Learning of Scattering and Deep Features for SAR Target Recognition with Noisy Labels
by: Fu, Yimin, et al.
Published: (2025) -
Cascading Unknown Detection with Known Classification for Open Set Recognition
by: Brignac, Daniel, et al.
Published: (2024) -
Known Meets Unknown: Mitigating Overconfidence in Open Set Recognition
by: Zhao, Dongdong, et al.
Published: (2025) -
Rethinking Representations for Cross-Domain Infrared Small Target Detection: A Generalizable Perspective from the Frequency Domain
by: Fu, Yimin, et al.
Published: (2026) -
Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration
by: Silva, Lucas Fernando Alvarenga e, et al.
Published: (2024)