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Loic Matthey

Evaluating VLMs for Score-Based, Multi-Probe Annotation of 3D Objects

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Nov 29, 2023
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SODA: Bottleneck Diffusion Models for Representation Learning

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Nov 29, 2023
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Combining Behaviors with the Successor Features Keyboard

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Oct 24, 2023
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Constellation: Learning relational abstractions over objects for compositional imagination

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Jul 23, 2021
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SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition

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Jun 07, 2021
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Alchemy: A structured task distribution for meta-reinforcement learning

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Feb 04, 2021
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AlignNet: Unsupervised Entity Alignment

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Jul 21, 2020
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A Heuristic for Unsupervised Model Selection for Variational Disentangled Representation Learning

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May 29, 2019
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COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration

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May 22, 2019
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Multi-Object Representation Learning with Iterative Variational Inference

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Mar 01, 2019
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