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AAAI 2020 | A Turning Point for Deep Learning?

AAAI 2020 | A Turning Point for Deep Learning?

Geoffrey Hinton, Yann LeCun, and Yoshua Bengio shared a stage in New York on Sunday night at an event organized by AAAI 2020.
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Meta AI’s Massively Multilingual Speech Project Scales Speech Technology to 1000+ Languages

Meta AI’s Massively Multilingual Speech Project Scales Speech Technology to 1000+ Languages

Speech technologies such as automatic speech recognition (ASR) and speech synthesis or text-to-speech (TTS) are playing an increasingly…
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Alibaba & HUST’s ONE-PEACE: Toward a General Representation Model For Unlimited Modalities

Alibaba & HUST’s ONE-PEACE: Toward a General Representation Model For Unlimited Modalities

The recent rapid rise of large language models (LLMs) has piqued research interest regarding the power and potential of representation…
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Google’s PaLM 2 Technical Report Details the New Model Family’s Research Advances

Google’s PaLM 2 Technical Report Details the New Model Family’s Research Advances

In April 2022, Google unveiled its 540 billion parameter Pathways Language Model (PaLM), which they developed using a novel Pathways…
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Meta AI’s MegaByte Scalable Architecture for Long Sequence Modelling Outperforms Existing…

Meta AI’s MegaByte Scalable Architecture for Long Sequence Modelling Outperforms Existing…

Large transformer decoders have demonstrated game-changing performance on short-sequence processing (up to several thousand tokens of…
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Salesforce AI’s CodeT5+ Open Code LLMs Flexibly Adapt to Diverse Downstream Code Understanding and…

Salesforce AI’s CodeT5+ Open Code LLMs Flexibly Adapt to Diverse Downstream Code Understanding and…

One of the most exciting capabilities of contemporary large language models (LLMs) is their impressive performance on code understanding…
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‘May the Source Be With You!’

‘May the Source Be With You!’

The rapid rise of generative AI — particularly the large language models (LLMs) that now dominate the natural language processing (NLP)…
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Meet VideoChat: Integrating Language and Video Models to Boost Video Understanding

Meet VideoChat: Integrating Language and Video Models to Boost Video Understanding

Intelligent video understanding is crucial for real-world applications such as autonomous driving and human-robot interaction. Current…
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OpenAI’s Shap·E Extends Generative Models for 3D Asset Generation

OpenAI’s Shap·E Extends Generative Models for 3D Asset Generation

Generative image models are gaining tremendous popularity, wowing the general public with their stunning text-to-image abilities. The…
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Georgia Tech’s ZipIt!

Georgia Tech’s ZipIt!

Deep visual recognition models have seen substantial performance improvements in recent years but are still typically trained for only one…
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