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Tokenization in music must prioritize predictive effectiveness over mere sequence compaction to unlock higher-order musical structures.
Tactile feedback can enhance VLA models without compromising their pretrained knowledge, leading to a 30.6 percentage-point improvement in manipulation tasks.
Achieving similar performance to larger models with significantly less data and faster inference speeds could redefine efficiency benchmarks in foundation models.
Intern-S2-Preview-397B not only excels in multimodal scientific reasoning but also enhances biological instruction performance without altering its foundational architecture.
Constraining rollout updates to complementary subspaces can enhance performance and stability in large language models, achieving up to 27.69 points improvement over existing methods.
Luna-TTS achieves unprecedented low error rates in real-time speech generation, outperforming leading commercial systems while enabling advanced features like zero-shot voice cloning and emotional control.
Gaussian Sculpting achieves high-quality surface reconstruction by anchoring Gaussians to a dynamic surface, overcoming the limitations of traditional 3D Gaussian Splatting.
