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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 51–75 of 210 papers

TitleStatusHype
Reconstruction Bottlenecks in Object-Centric Generative ModelsCode1
Toward unsupervised, multi-object discovery in large-scale image collectionsCode1
Object-Centric Learning with Slot AttentionCode1
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent RepresentationsCode1
GuessWhat?! Visual object discovery through multi-modal dialogueCode1
When Does Pruning Benefit Vision Representations?Code0
FORLA:Federated Object-centric Representation Learning with Slot Attention—0
Binding threshold units with artificial oscillatory neuronsCode0
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning—0
CTRL-O: Language-Controllable Object-Centric Visual Representation Learning—0
xMOD: Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D motionCode0
OV-SCAN: Semantically Consistent Alignment for Novel Object Discovery in Open-Vocabulary 3D Object Detection—0
Slot-Guided Adaptation of Pre-trained Diffusion Models for Object-Centric Learning and Compositional Generation—0
Slot-BERT: Self-supervised Object Discovery in Surgical Video—0
Leveraging Registers in Vision Transformers for Robust Adaptation—0
GLASS: Guided Latent Slot Diffusion for Object-Centric Learning—0
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning—0
Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D Motion—0
Temporally Consistent Object-Centric Learning by Contrasting Slots—0
Efficient Object-centric Representation Learning with Pre-trained Geometric Prior—0
Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory—0
Bootstrapping Top-down Information for Self-modulating Slot Attention—0
Grouped Discrete Representation for Object-Centric LearningCode0
Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy—0
SURGIVID: Annotation-Efficient Surgical Video Object Discovery—0
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