Cover Image

Neurosymbolic Object-Centric Learning with Distant Supervision

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Colamonaco, Stefano, Debot, David, Marra, Giuseppe
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Weakly Supervised Segmentation as Semantic-Based Regularization
by: Colamonaco, Stefano, et al.
Published: (2026)

Prototype-Grounded Concept Models for Verifiable Concept Alignment
by: Colamonaco, Stefano, et al.
Published: (2026)

Improving Distant 3D Object Detection Using 2D Box Supervision
by: Yang, Zetong, et al.
Published: (2024)

Cycle Consistency in Video Object-Centric Learning
by: Zhao, Rongzhen, et al.
Published: (2026)

Improved Object-Centric Diffusion Learning with Registers and Contrastive Alignment
by: Nguyen, Bac, et al.
Published: (2026)

Compositional Video Synthesis by Temporal Object-Centric Learning
by: Akan, Adil Kaan, et al.
Published: (2025)

Top-Down Guidance for Learning Object-Centric Representations
by: Zou, Junhong, et al.
Published: (2024)

Organized Grouped Discrete Representation for Object-Centric Learning
by: Zhao, Rongzhen, et al.
Published: (2024)

Leveraging Image Augmentation for Object Manipulation: Towards Interpretable Controllability in Object-Centric Learning
by: Kim, Jinwoo, et al.
Published: (2023)

Vector-Quantized Vision Foundation Models for Object-Centric Learning
by: Zhao, Rongzhen, et al.
Published: (2025)

When Slots Compete: Slot Merging in Object-Centric Learning
by: Chatzisavvas, Christos, et al.
Published: (2026)

PBIR-NIE: Glossy Object Capture under Non-Distant Lighting
by: Cai, Guangyan, et al.
Published: (2024)

Object-Centric Latent Action Learning
by: Klepach, Albina, et al.
Published: (2025)

Simplified priors for Object-Centric Learning
by: Patil, Vihang, et al.
Published: (2024)

Context Matters: Learning Global Semantics via Object-Centric Representation
by: Zhong, Jike, et al.
Published: (2025)

Learning Object-Centric Representations Based on Slots in Real World Scenarios
by: Akan, Adil Kaan
Published: (2025)

EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation
by: Kim, Chanyoung, et al.
Published: (2024)

Learning Global Object-Centric Representations via Disentangled Slot Attention
by: Chen, Tonglin, et al.
Published: (2024)

Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization
by: Li, Deng, et al.
Published: (2024)

OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning
by: Yin, Xu, et al.
Published: (2024)

CLIP-Guided Adaptable Self-Supervised Learning for Human-Centric Visual Tasks
by: Luo, Mingshuang, et al.
Published: (2026)

Object-Centric Data Synthesis for Category-level Object Detection
by: Agarwal, Vikhyat, et al.
Published: (2025)

Grouped Discrete Representation for Object-Centric Learning
by: Zhao, Rongzhen, et al.
Published: (2024)

Hierarchical Object-Centric Learning with Capsule Networks
by: Renzulli, Riccardo
Published: (2024)

Zero-Shot Object-Centric Representation Learning
by: Didolkar, Aniket, et al.
Published: (2024)

Towards 3D Object-Centric Feature Learning for Semantic Scene Completion
by: Wang, Weihua, et al.
Published: (2025)

Learning Object-Centric Representations in SAR Images with Multi-Level Feature Fusion
by: Jang, Oh-Tae, et al.
Published: (2025)

Internalizing Temporal Consistency in Video Object-Centric Learning without Explicit Regularization
by: Zhao, Rongzhen, et al.
Published: (2026)

Scene-Agnostic Object-Centric Representation Learning for 3D Gaussian Splatting
by: Hsu, Tsuheng, et al.
Published: (2026)

Object-Centric Framework for Video Moment Retrieval
by: Li, Zongyao, et al.
Published: (2025)

Unsupervised Discovery of Object-Centric Neural Fields
by: Luo, Rundong, et al.
Published: (2024)

Grounded Object Centric Learning
by: Kori, Avinash, et al.
Published: (2023)

Object-Centric Representation Learning for Enhanced 3D Semantic Scene Graph Prediction
by: Heo, KunHo, et al.
Published: (2025)

ORGAN: Object-Centric Representation Learning using Cycle Consistent Generative Adversarial Networks
by: Küchler, Joël, et al.
Published: (2026)

SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers
by: Kakogeorgiou, Ioannis, et al.
Published: (2023)

Bootstrap Segmentation Foundation Model under Distribution Shift via Object-Centric Learning
by: Tang, Luyao, et al.
Published: (2024)

Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos
by: Sommer, Leonhard, et al.
Published: (2024)

QASA: Quality-Guided K-Adaptive Slot Attention for Unsupervised Object-Centric Learning
by: Ouyang, Tianran, et al.
Published: (2026)

Learning to Compose: Improving Object Centric Learning by Injecting Compositionality
by: Jung, Whie, et al.
Published: (2024)

Object-Centric Pretraining via Target Encoder Bootstrapping
by: Đukić, Nikola, et al.
Published: (2025)