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Apple Machine Learning Research

Apple Machine Learning Research

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Beyond Visual CoT: Internalized Visual Thinking for Proactive Video Reasoning Scaling Laws for Mixture Pretraining Under Data Constraints Multilingual Knowledge Transfer under Data Constraints via Lexical Interventions Examining Human-Like Behaviors in LLMs: A Multi-Dimensional Analysis of Model Behaviors, User Factors, and System Prompts GRPO Beyond English: A Large-Scale Study of GRPO in Non-English and Multilingual Settings When Unlearning Is Free: Leveraging Low Influence Points to Reduce Computational Costs Scaling Categorical Flow Maps Locking Pretrained Weights via Deep Low-Rank Residual Distillation Taming Outlier Tokens in Diffusion Transformers Understanding Alignment in Multimodal LLMs: A Comprehensive Study

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