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Category: dls-2026

LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels

【DL輪読会】LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from P more

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PlayWorld: Learning Robot World Models from Autonomous Play

【DL輪読会】PlayWorld: Learning Robot World Models from Autonomous Play by @DeepLearning20 more

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π0.7: a Steerable Generalist Robotic Foundation Model with Emergent Capabilities

【DL輪読会】π0.7: a Steerable Generalist Robotic Foundation Model with Emergent Capabiliti more

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SARM: Stage-Aware Reward Modeling for Long Horizon Robot Manipulation

【DL輪読会】SARM: Stage-Aware Reward Modeling for Long Horizon Robot Manipulation by @Deep more

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Shaping Shared Languages: Human and Large Language Models’ Inductive Biases in Emergent Communication

【DL輪読会】Shaping Shared Languages: Human and Large Language Models' Inductive Bias more

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Debate or Vote: Which Yields Better Decisions in Multi-Agent Large Language Models?

【DL輪読会】Debate or Vote: Which Yields Better Decisions in Multi-Agent Large Language Mo more

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World Action Models

【Diffusion勉強会】World Action Models by @DeepLearning2023

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Learning a Thousand Tasks in a Day

【DL輪読会】Learning a Thousand Tasks in a Day by @DeepLearning2023

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Pretrained Vision-Language-Action Models are Surprisingly Resistant to Forgetting in Continual Learning

【DL輪読会】Pretrained Vision-Language-Action Models are Surprisingly Resistant to Forgett more

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Seeing without Pixels: Perception from Camera Trajectories, CVPR 2026

【DL輪読会】Seeing without Pixels: Perception from Camera Trajectories, CVPR 2026 by @Deep more

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