Cover Image

Enhancing Object Discovery for Unsupervised Instance Segmentation and Object Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Feng, Xingyu, Gao, Hebei, Li, Hong
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Scene Adaptive Sparse Transformer for Event-based Object Detection
by: Peng, Yansong, et al.
Published: (2024)

Part2Object: Hierarchical Unsupervised 3D Instance Segmentation
by: Shi, Cheng, et al.
Published: (2024)

P2Object: Single Point Supervised Object Detection and Instance Segmentation
by: Chen, Pengfei, et al.
Published: (2025)

Unsupervised Discovery of Object-Centric Neural Fields
by: Luo, Rundong, et al.
Published: (2024)

Enhanced Object Detection: A Study on Vast Vocabulary Object Detection Track for V3Det Challenge 2024
by: Wu, Peixi, et al.
Published: (2024)

Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation
by: Gao, Bin-Bin, et al.
Published: (2025)

Event-assisted Low-Light Video Object Segmentation
by: Li, Hebei, et al.
Published: (2024)

SOS: Segment Object System for Open-World Instance Segmentation With Object Priors
by: Wilms, Christian, et al.
Published: (2024)

Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives
by: Li, Jiaxin, et al.
Published: (2025)

DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model
by: Nan, Zhixiong, et al.
Published: (2024)

Circle Representation for Medical Instance Object Segmentation
by: Xiong, Juming, et al.
Published: (2024)

Ensemble Foreground Management for Unsupervised Object Discovery
by: Wu, Ziling, et al.
Published: (2025)

Instance-Free Domain Adaptive Object Detection
by: Yu, Hengfu, et al.
Published: (2026)

VVitCutLER: Towards Unsupervised Object Detection and Segmentation in Videos
by: Lu, Zhijing, et al.
Published: (2026)

An Instance-Aware Prompting Framework for Training-free Camouflaged Object Segmentation
by: Yin, Chao, et al.
Published: (2025)

Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery
by: Gong, Xinrui, et al.
Published: (2025)

HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping
by: Zhang, Xin, et al.
Published: (2023)

Few-Shot Referring Video Single- and Multi-Object Segmentation via Cross-Modal Affinity with Instance Sequence Matching
by: Liu, Heng, et al.
Published: (2025)

D-FINE-seg: Object Detection and Instance Segmentation Framework with multi-backend deployment
by: Saakyan, Argo, et al.
Published: (2026)

CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers
by: Arica, Shahaf, et al.
Published: (2024)

Adapting Segment Anything Model for Unseen Object Instance Segmentation
by: Cao, Rui, et al.
Published: (2024)

Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation
by: Xi, Lin, et al.
Published: (2022)

Unsupervised Region-Growing Network for Object Segmentation in Atmospheric Turbulence
by: Qin, Dehao, et al.
Published: (2023)

Future Slot Prediction for Unsupervised Object Discovery in Surgical Video
by: Liao, Guiqiu, et al.
Published: (2025)

Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy
by: Villa-Vásquez, José-Fabian, et al.
Published: (2024)

Unified Unsupervised Salient Object Detection via Knowledge Transfer
by: Yuan, Yao, et al.
Published: (2024)

Dual Prototype Attention for Unsupervised Video Object Segmentation
by: Cho, Suhwan, et al.
Published: (2022)

Guided Slot Attention for Unsupervised Video Object Segmentation
by: Lee, Minhyeok, et al.
Published: (2023)

UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation
by: Zhang, Chengyuan, et al.
Published: (2024)

Dome-DETR: DETR with Density-Oriented Feature-Query Manipulation for Efficient Tiny Object Detection
by: Hu, Zhangchi, et al.
Published: (2025)

Domain Generalization of 3D Object Detection by Density-Resampling
by: Li, Shuangzhi, et al.
Published: (2023)

UVIS: Unsupervised Video Instance Segmentation
by: Huang, Shuaiyi, et al.
Published: (2024)

Towards Fine-grained Large Object Segmentation 1st Place Solution to 3D AI Challenge 2020 -- Instance Segmentation Track
by: Chen, Zehui, et al.
Published: (2020)

SegDINO3D: 3D Instance Segmentation Empowered by Both Image-Level and Object-Level 2D Features
by: Qu, Jinyuan, et al.
Published: (2025)

YOLO-PRO: Enhancing Instance-Specific Object Detection with Full-Channel Global Self-Attention
by: Huang, Lin, et al.
Published: (2025)

Online Unsupervised Video Object Segmentation via Contrastive Motion Clustering
by: Xi, Lin, et al.
Published: (2023)

Latest Object Memory Management for Temporally Consistent Video Instance Segmentation
by: Lee, Seunghun, et al.
Published: (2025)

RiO-DETR: DETR for Real-time Oriented Object Detection
by: Hu, Zhangchi, et al.
Published: (2026)

Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation
by: Zhuge, Yunzhi, et al.
Published: (2025)

Tsanet: Temporal and Scale Alignment for Unsupervised Video Object Segmentation
by: Lee, Seunghoon, et al.
Published: (2023)