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11 Results

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Workshop
Fri 5:10 Learning Explicit Object-Centric Representations with Vision Transformers
Oscar Vikström · Alexander Ilin
Poster
Wed 14:00 Unsupervised Multi-Object Segmentation by Predicting Probable Motion Patterns
Laurynas Karazija · Subhabrata Choudhury · Iro Laina · Christian Rupprecht · Andrea Vedaldi
Poster
Segmenting Moving Objects via an Object-Centric Layered Representation
Junyu Xie · Weidi Xie · Andrew Zisserman
Poster
Thu 9:00 Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos
Gautam Singh · Yi-Fu Wu · Sungjin Ahn
Workshop
Spatial Symmetry in Slot Attention
Ondrej Biza · Sjoerd van Steenkiste · Mehdi S. M. Sajjadi · Gamaleldin Elsayed · Aravindh Mahendran · Thomas Kipf
Workshop
Unlocking Slot Attention by Changing Optimal Transport Costs
Yan Zhang · David Zhang · Simon Lacoste-Julien · Gertjan Burghouts · Cees Snoek
Workshop
Enforcing Object Permanence using Hierarchical Object-Centric Generative Models
Toon Van de Maele · Stefano Ferraro · Tim Verbelen · Bart Dhoedt
Workshop
Object-centric causal representation learning
Amin Mansouri · Jason Hartford · Kartik Ahuja · Yoshua Bengio
Poster
Thu 9:00 SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos
Gamaleldin Elsayed · Aravindh Mahendran · Sjoerd van Steenkiste · Klaus Greff · Michael Mozer · Thomas Kipf
Poster
Tue 14:00 Unsupervised Causal Generative Understanding of Images
Titas Anciukevicius · Patrick Fox-Roberts · Edward Rosten · Paul Henderson
Poster
Wed 14:00 Bringing Image Scene Structure to Video via Frame-Clip Consistency of Object Tokens
Elad Ben Avraham · Roei Herzig · Karttikeya Mangalam · Amir Bar · Anna Rohrbach · Leonid Karlinsky · Trevor Darrell · Amir Globerson