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Object Discovery

Object Discovery is the task of identifying previously unseen objects.

Source: Unsupervised Object Discovery and Segmentation of RGBD-images

Papers

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Showing 11–20 of 210 papers

Title	Date	Tasks	Status	Hype
Discovering A Variety of Objects in Spatio-Temporal Human-Object Interactions	Nov 14, 2022	Human-Object Interaction DetectionObject	CodeCode Available	1
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation	Nov 29, 2023	ClusteringObject	CodeCode Available	1
Discovering Objects that Can Move	Mar 18, 2022	Motion SegmentationObject	CodeCode Available	1
Test-time Adaptation with Slot-Centric Models	Mar 21, 2022	image-classificationImage Classification	CodeCode Available	1
Detecting Every Object from Events	Apr 8, 2024	Autonomous DrivingClass-agnostic Object Detection	CodeCode Available	1
DIOD: Self-Distillation Meets Object Discovery	Jan 1, 2024	Instance SegmentationKnowledge Distillation	CodeCode Available	1
CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection	Oct 25, 2023	Objectobject-detection	CodeCode Available	1
Complex-Valued Autoencoders for Object Discovery	Apr 5, 2022	ObjectObject Discovery	CodeCode Available	1
Are We Done with Object-Centric Learning?	Apr 9, 2025	ObjectObject Discovery	CodeCode Available	1
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping	Apr 17, 2023	Motion SegmentationObject	CodeCode Available	1

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