Tatiana Likhomanenko
PulseAugur coverage of Tatiana Likhomanenko — every cluster mentioning Tatiana Likhomanenko across labs, papers, and developer communities, ranked by signal.
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Apple researchers propose PathMoE for more efficient sparse AI models
Researchers from Apple have introduced a new approach to Mixture-of-Experts (MoE) models called PathMoE. This method views the computation through 'expert paths,' which are the sequences of expert selections a token mak…
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Apple develops specialized models for ASR error correction
Apple's Machine Learning Research has developed specialized, compact seq2seq models for automatic speech recognition (ASR) error correction. These models, trained on real and synthetic ASR errors, outperform larger lang…
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Apple researchers explore diffusion models for speech and parallel generation
Researchers at Apple have published findings on continuous diffusion spoken language models (SLMs), demonstrating that these models exhibit scaling laws similar to autoregressive models. While achieving high parameter c…