Papers
34 papers found
ObjectFusion: Multi-modal 3D Object Detection with Object-Centric Fusion
Qi Cai, Yingwei Pan, Ting Yao et al.
Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning
Jinwoo Kim, Janghyuk Choi, Ho-Jin Choi et al.
Object-Centric Multiple Object Tracking
Zixu Zhao, Jiaze Wang, Max Horn et al.
Multi-Object Manipulation via Object-Centric Neural Scattering Functions
Stephen Tian, Yancheng Cai, Hong-Xing Yu et al.
3D Video Object Detection With Learnable Object-Centric Global Optimization
Jiawei He, Yuntao Chen, Naiyan Wang et al.
Multi-Object Representation Learning via Feature Connectivity and Object-Centric Regularization
Alex Foo, Wynne Hsu, Mong Li Lee
Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection
Shihao Wang, Yingfei Liu, Tiancai Wang et al.
Object-Centric Slot Diffusion
Jindong Jiang, Fei Deng, Gautam Singh et al.
Object-centric Learning with Cyclic Walks between Parts and Whole
Ziyu Wang, Mike Zheng Shou, Mengmi Zhang
Self-supervised Object-Centric Learning for Videos
Görkay Aydemir, Weidi Xie, Fatma Guney
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models
Ziyi Wu, Jingyu Hu, Wuyue Lu et al.
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities
Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius
Systematic Visual Reasoning through Object-Centric Relational Abstraction
Taylor Webb, Shanka Subhra Mondal, Jonathan D Cohen
Learning Generalizable Manipulation Policies with Object-Centric 3D Representations
Yifeng Zhu, Zhenyu Jiang, Peter Stone et al.
M2T2: Multi-Task Masked Transformer for Object-centric Pick and Place
Wentao Yuan, Adithyavairavan Murali, Arsalan Mousavian et al.
Intrinsic Physical Concepts Discovery With Object-Centric Predictive Models
Qu Tang, Xiangyu Zhu, Zhen Lei et al.
InstMove: Instance Motion for Object-Centric Video Segmentation
Qihao Liu, Junfeng Wu, Yi Jiang et al.
Learning to Follow Object-Centric Image Editing Instructions Faithfully
Tuhin Chakrabarty, Kanishk Singh, Arkadiy Saakyan et al.
Rethinking Amodal Video Segmentation from Learning Supervised Signals with Object-centric Representation
Ke Fan, Jingshi Lei, Xuelin Qian et al.
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos
Rui Qian, Shuangrui Ding, Xian Liu et al.
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images
Steffen Wolf, Manan Lalit, Katie McDole et al.
Interaction-Based Disentanglement of Entities for Object-Centric World Models
Akihiro Nakano, Masahiro Suzuki, Yutaka Matsuo
Bridging the Gap to Real-World Object-Centric Learning
Maximilian Seitzer, Max Horn, Andrii Zadaianchuk et al.
Improving Object-centric Learning with Query Optimization
Baoxiong Jia, Yu Liu, Siyuan Huang
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
Ziyi Wu, Nikita Dvornik, Klaus Greff et al.