Visit my page (below) for more information.
SAVi-PyTorch. SAVi -- Unofficial But 3x Faster Training @ Better Performance. Implementation of ICLR 2022 Paper "Conditional Object-Centric Learning from Video".
17ConvolutionOfConvolution. Source code of CVPR'22 paper "Convolution of Convolution: Let Kernels Spatially Collaborate".
16VQ-VFM-OCL. Vector-Quantized Vision Foundation Models for Object-Centric Learning, ACM MM 2025.
16SmoothSA. Smoothing Slot Attention Iterations and Recurrences, ICML 2026.
14MultiScaleFusion. Multi-Scale Fusion for Object Representation, ICLR 2025.
12RandSF.Q. Predicting Video Slot Attention Queries from Random Slot-Feature Pairs, AAAI 2026.
12LearnableHeterogeneousConvolution. Source code of paper "Learnable Heterogeneous Convolution: Learning both topology and strength".
4DIAS. Slot Attention with Re-Initialization and Self-Distillation, ACM MM 2025.
2GroupedDiscreteRepresentation. Grouped Discrete Representation for Object-Centric Learning, ECML 2025
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