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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 1–50 of 210 papers

TitleStatusHype
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
Are We Done with Object-Centric Learning?Code1
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
Vector-Quantized Vision Foundation Models for Object-Centric LearningCode1
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
FrontierNet: Learning Visual Cues to ExploreCode2
Leveraging Registers in Vision Transformers for Robust Adaptation—0
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning—0
GLASS: Guided Latent Slot Diffusion for 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
PickScan: Object discovery and reconstruction from handheld interactionsCode1
Grouped Discrete Representation for Object-Centric LearningCode0
Bootstrapping Top-down Information for Self-modulating Slot Attention—0
Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy—0
Artificial Kuramoto Oscillatory NeuronsCode2
SURGIVID: Annotation-Efficient Surgical Video Object Discovery—0
Enforcing View-Consistency in Class-Agnostic 3D Segmentation Fields—0
Zero-Shot Object-Centric Representation Learning—0
Guided Latent Slot Diffusion for Object-Centric Learning—0
XS-VID: An Extremely Small Video Object Detection Dataset—0
PEEKABOO: Hiding parts of an image for unsupervised object localizationCode0
Rethinking Image-to-Video Adaptation: An Object-centric Perspective—0
Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic SegmentationCode1
Towards Open-set Camera 3D Object Detection—0
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object DetectionCode1
Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset—0
Adaptive Slot Attention: Object Discovery with Dynamic Slot NumberCode0
Collaborative Novel Object Discovery and Box-Guided Cross-Modal Alignment for Open-Vocabulary 3D Object DetectionCode3
Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection—0
Recurrent Complex-Weighted Autoencoders for Unsupervised Object DiscoveryCode0
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-ClassesCode1
Masked Multi-Query Slot Attention for Unsupervised Object DiscoveryCode0
Label-Efficient 3D Object Detection For Road-Side Units—0
Detecting Every Object from EventsCode1
Co-Occurring of Object Detection and Identification towards unlabeled object discovery—0
LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT DescriptorsCode0
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised TransformersCode1
Attention-Guided Masked Autoencoders For Learning Image Representations—0
Unsupervised Discovery of Object-Centric Neural Fields—0
Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations—0
Denoising Vision TransformersCode3
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