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Apple ML Research

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00:00
2026-05-11
machinelearning.apple.com
artificial-intelligence

BalCapRL: A Balanced Framework for RL-Based MLLM Image Captioning

Researchers at BalCapRL introduced a balanced reinforcement learning framework for multimodal large language model image captioning that jointly optimizes utility-aware correctness, reference coverage…

00:00
2026-05-08
machinelearning.apple.com
artificial-intelligence

Apple Workshop on Privacy-Preserving Machine Learning & AI 2026

Apple hosted a two-day Workshop on Privacy-Preserving Machine Learning & AI in early 2026, bringing together its researchers and the broader academic community to discuss advances in private learning,…

00:00
2026-05-08
machinelearning.apple.com
machine-learning

RVPO: Risk-Sensitive Alignment via Variance Regularization

Researchers at Duke University introduced Reward-Variance Policy Optimization (RVPO), a risk-sensitive alignment method that penalizes inter-reward variance to prevent language models from neglecting …

00:00
2026-05-07
machinelearning.apple.com
machine-learning

What Matters in Practical Learned Image Compression

Researchers at Apple have developed a new learned image codec that achieves 2.3–3x bitrate savings against traditional codecs like AV1, AV2, VVC, ECM, and JPEG-AI, while also outperforming the best le…