Looking Beyond the Known: Towards a Data Discovery Guided Open-World Object Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Majee, Anay, Gangrade, Amitesh, Iyer, Rishabh |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SHaSaM: Submodular Hard Sample Mining for Fair Facial Attribute Recognition
by: Majee, Anay, et al.
Published: (2026)
by: Majee, Anay, et al.
Published: (2026)
SCoRe: Submodular Combinatorial Representation Learning
by: Majee, Anay, et al.
Published: (2023)
by: Majee, Anay, et al.
Published: (2023)
SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection
by: Majee, Anay, et al.
Published: (2024)
by: Majee, Anay, et al.
Published: (2024)
Cascading Unknown Detection with Known Classification for Open Set Recognition
by: Brignac, Daniel, et al.
Published: (2024)
by: Brignac, Daniel, et al.
Published: (2024)
Generalized Open-World Semi-Supervised Object Detection
by: Allabadi, Garvita, et al.
Published: (2023)
by: Allabadi, Garvita, et al.
Published: (2023)
SMA: Submodular Modality Aligner For Data Efficient Multimodal Learning
by: Pham, Truong, et al.
Published: (2026)
by: Pham, Truong, et al.
Published: (2026)
Beyond the Known: Adversarial Autoencoders in Novelty Detection
by: Asad, Muhammad, et al.
Published: (2024)
by: Asad, Muhammad, et al.
Published: (2024)
Open-CRB: Towards Open World Active Learning for 3D Object Detection
by: Chen, Zhuoxiao, et al.
Published: (2023)
by: Chen, Zhuoxiao, et al.
Published: (2023)
Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery
by: Wang, Ye, et al.
Published: (2024)
by: Wang, Ye, et al.
Published: (2024)
Knowing the Unknown: Interpretable Open-World Object Detection via Concept Decomposition Model
by: Lv, Xueqiang, et al.
Published: (2026)
by: Lv, Xueqiang, et al.
Published: (2026)
InSQuAD: In-Context Learning for Efficient Retrieval via Submodular Mutual Information to Enforce Quality and Diversity
by: Nanda, Souradeep, et al.
Published: (2025)
by: Nanda, Souradeep, et al.
Published: (2025)
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection
by: Doan, Thang, et al.
Published: (2023)
by: Doan, Thang, et al.
Published: (2023)
Segmenting Known Objects and Unseen Unknowns without Prior Knowledge
by: Gasperini, Stefano, et al.
Published: (2022)
by: Gasperini, Stefano, et al.
Published: (2022)
CGCOD: Class-Guided Camouflaged Object Detection
by: Zhang, Chenxi, et al.
Published: (2024)
by: Zhang, Chenxi, et al.
Published: (2024)
Surveying You Only Look Once (YOLO) Multispectral Object Detection Advancements, Applications And Challenges
by: Gallagher, James E., et al.
Published: (2024)
by: Gallagher, James E., et al.
Published: (2024)
OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad
by: Tang, Luyao, et al.
Published: (2025)
by: Tang, Luyao, et al.
Published: (2025)
You Only Look Once at Anytime (AnytimeYOLO): Analysis and Optimization of Early-Exits for Object-Detection
by: Kuhse, Daniel, et al.
Published: (2025)
by: Kuhse, Daniel, et al.
Published: (2025)
Measuring the Impact of Scene Level Objects on Object Detection: Towards Quantitative Explanations of Detection Decisions
by: Haar, Lynn Vonder, et al.
Published: (2024)
by: Haar, Lynn Vonder, et al.
Published: (2024)
Evaluating Object-Centric Models beyond Object Discovery
by: Singh, Krishnakant, et al.
Published: (2026)
by: Singh, Krishnakant, et al.
Published: (2026)
Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector
by: Fu, Yuqian, et al.
Published: (2024)
by: Fu, Yuqian, 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)
Lightweight Modular Parameter-Efficient Tuning for Open-Vocabulary Object Detection
by: Faye, Bilal, et al.
Published: (2024)
by: Faye, Bilal, et al.
Published: (2024)
Oh That Looks Familiar: A Novel Similarity Measure for Spreadsheet Template Discovery
by: Krishnakumar, Anand, et al.
Published: (2025)
by: Krishnakumar, Anand, 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)
Beyond Spatial Compression: Interface-Centric Generative States for Open-World 3D Structure
by: Chen, Xiang, et al.
Published: (2026)
by: Chen, Xiang, et al.
Published: (2026)
Cross-View World Models
by: Sharma, Rishabh, et al.
Published: (2026)
by: Sharma, Rishabh, et al.
Published: (2026)
DitHub: A Modular Framework for Incremental Open-Vocabulary Object Detection
by: Cappellino, Chiara, et al.
Published: (2025)
by: Cappellino, Chiara, et al.
Published: (2025)
FRED: Towards a Full Rotation-Equivariance in Aerial Image Object Detection
by: Lee, Chanho, et al.
Published: (2023)
by: Lee, Chanho, et al.
Published: (2023)
Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection
by: Sbeyti, Moussa Kassem, et al.
Published: (2025)
by: Sbeyti, Moussa Kassem, et al.
Published: (2025)
The MixCount Dataset: Bridging the Data Gap for Open-Vocabulary Object Counting
by: Dumery, Corentin, et al.
Published: (2026)
by: Dumery, Corentin, et al.
Published: (2026)
How to Spin an Object: First, Get the Shape Right
by: Kabra, Rishabh, et al.
Published: (2024)
by: Kabra, Rishabh, 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)
Multimodal Data Curation via Object Detection and Filter Ensembles
by: Huang, Tzu-Heng, et al.
Published: (2024)
by: Huang, Tzu-Heng, et al.
Published: (2024)
A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection
by: Li, Vladislav, et al.
Published: (2024)
by: Li, Vladislav, et al.
Published: (2024)
Vision-based Manipulation from Single Human Video with Open-World Object Graphs
by: Zhu, Yifeng, et al.
Published: (2024)
by: Zhu, Yifeng, et al.
Published: (2024)
Towards Robust Cross-Dataset Object Detection Generalization under Domain Specificity
by: Chakraborty, Ritabrata, et al.
Published: (2026)
by: Chakraborty, Ritabrata, et al.
Published: (2026)
LiDAR-Guided Monocular 3D Object Detection for Long-Range Railway Monitoring
by: Sanchez, Raul David Dominguez, et al.
Published: (2025)
by: Sanchez, Raul David Dominguez, et al.
Published: (2025)
Adaptive Slot Attention: Object Discovery with Dynamic Slot Number
by: Fan, Ke, et al.
Published: (2024)
by: Fan, Ke, et al.
Published: (2024)
Enhancing Object Detection Accuracy in Autonomous Vehicles Using Synthetic Data
by: Voronin, Sergei, et al.
Published: (2024)
by: Voronin, Sergei, 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)
Similar Items
-
SHaSaM: Submodular Hard Sample Mining for Fair Facial Attribute Recognition
by: Majee, Anay, et al.
Published: (2026) -
SCoRe: Submodular Combinatorial Representation Learning
by: Majee, Anay, et al.
Published: (2023) -
SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection
by: Majee, Anay, et al.
Published: (2024) -
Cascading Unknown Detection with Known Classification for Open Set Recognition
by: Brignac, Daniel, et al.
Published: (2024) -
Generalized Open-World Semi-Supervised Object Detection
by: Allabadi, Garvita, et al.
Published: (2023)