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google Japan is cooking in a way the West couldnt dream of
🎉At #ICASSP2024, I published a paper showing that synthetic data can effectively improve ASR models (arxiv.org/abs/2309.10707). At #EMNLP2024, we're presenting SYN2REAL to address synthetic-to-real gap in ASR! 🔗Paper: arxiv.org/abs/2406.02925 💡Project: farnhua.github.io/syn2real.githu…
Exploring task vectors: Not just for text LLMs learning new languages (arxiv.org/abs/2310.04799), but also helpful for speech models. Train with domain-specific synthetic data, then adapt using a task vector for real speech (arxiv.org/abs/2406.02925).
Diffusion based image editing and personalization methods are expensive💰due to training, latent optimization or prompt-tuning🤷♂️. Introducing RF-Inversion🎯,the first efficient zero-shot inversion and editing framework for Flux🚀without training,optimization or prompt-tuning🧵⬇️
A monk climbing with bare feet on the cliff that tourists climb on with the help of a rope
(1/n) Training LLMs can be hindered by out-of-memory, scaling batch size, and seq length. Add one line to boost multi-GPU training throughput by 20% and reduce memory usage by 60%. Introducing Liger-Kernel: Efficient Triton Kernels for LLM Training. github.com/linkedin/Liger…
The ocean is shrouded in mystery. It covers about 71% of the Earth’s surface, yet we know very little about it when you consider how vast it is - A Thread 1. This fisherman with a deep sea Wolf Eel
*Long Thread on my Academic Job Market Experience* In 10 days I start my new tenure-track position, a position that took me 5 years on the academic job market to get I wanna talk about my (miserable) experience on the market, and a few takeaways for those on it now
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Who to follow
-
Theresia Veronika Rampisela
@theresia_v_r -
Xidulu
@xidulu -
Giandomenico Cornacchia
@GiandomenicoC17 -
Wenjin Yan
@WenjinOR -
Chung-Wei Lee
@Chung_Wei_ -
Bharath Sharma
@BharathSharma93 -
Laurent Hoss
@laurentho77 -
SaritaOlovsky
@OlovskySarita -
Ale𝕏 Joy
@iAlexJoy -
SepeKa
@Sepehr_Kamahi -
Multimodal RecSys and Search
@MM_InfoSeeking -
Alessandro B. Melchiorre
@ale_melchiorre -
Major Tom
@MajorTomX1 -
Peter Müllner
@mullner_peter
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