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object discovery

39 papers

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Co-occurring keywords

unsupervised learning (3264) self-supervised learning (3777) instance segmentation (738) object localization (200) representation learning (6206) motion segmentation (79) object segmentation (154) convolutional neural network (4226) bounding box (176) object tracking (557)

Papers

Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory WACV 2026
Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D Motion CVPR 2025
Adaptive Slot Attention: Object Discovery with Dynamic Slot Number CVPR 2024
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes NIPS 2024
FELGA: Unsupervised Fragment Embedding for Fine-Grained Cross-Modal Association WACV 2024
DIOD: Self-Distillation Meets Object Discovery CVPR 2024
The Background Also Matters: Background-Aware Motion-Guided Objects Discovery WACV 2024
Contrastive Training of Complex-Valued Autoencoders for Object Discovery NIPS 2023
Object Discovery From Motion-Guided Tokens CVPR 2023
Unsupervised Object Localization: Observing the Background To Discover Objects CVPR 2023
AutoRecon: Automated 3D Object Discovery and Reconstruction CVPR 2023
Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames ICML 2023
MOST: Multiple Object Localization with Self-Supervised Transformers for Object Discovery ICCV 2023
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery With Transformers WACV 2023
Multi-Object Discovery by Low-Dimensional Object Motion ICCV 2023
MOVE: Unsupervised Movable Object Segmentation and Detection NIPS 2022
TUSK: Task-Agnostic Unsupervised Keypoints NIPS 2022
FreeSOLO: Learning To Segment Objects Without Annotations CVPR 2022
4D Unsupervised Object Discovery NIPS 2022
Knowledge-Guided Object Discovery with Acquired Deep Impressions AAAI 2021
Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision CVPR 2021
Learning About Objects by Learning to Interact with Them NIPS 2020
Exploiting Spatial Invariance for Scalable Unsupervised Object Tracking AAAI 2020
Object Discovery in Videos as Foreground Motion Clustering CVPR 2019
Unsupervised Image Matching and Object Discovery as Optimization CVPR 2019