SOTAVerified

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 51–100 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
Enforcing View-Consistency in Class-Agnostic 3D Segmentation Fields—0
Zero-Shot Object-Centric Representation Learning—0
XS-VID: An Extremely Small Video Object Detection Dataset—0
Guided Latent Slot Diffusion for Object-Centric Learning—0
PEEKABOO: Hiding parts of an image for unsupervised object localizationCode0
Rethinking Image-to-Video Adaptation: An Object-centric Perspective—0
Towards Open-set Camera 3D Object Detection—0
Adaptive Slot Attention: Object Discovery with Dynamic Slot NumberCode0
Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset—0
Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection—0
Recurrent Complex-Weighted Autoencoders for Unsupervised Object DiscoveryCode0
Masked Multi-Query Slot Attention for Unsupervised Object DiscoveryCode0
Label-Efficient 3D Object Detection For Road-Side Units—0
Co-Occurring of Object Detection and Identification towards unlabeled object discovery—0
LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT DescriptorsCode0
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
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping—0
Has Anything Changed? 3D Change Detection by 2D Segmentation Masks—0
Unsupervised Musical Object Discovery from AudioCode0
The Background Also Matters: Background-Aware Motion-Guided Objects Discovery—0
Towards Unsupervised Object Detection From LiDAR Point Clouds—0
SlotGNN: Unsupervised Discovery of Multi-Object Representations and Visual Dynamics—0
Sub-token ViT Embedding via Stochastic Resonance TransformersCode0
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