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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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Google’s CoLT5 Processes Extremely Long Inputs via Conditional Computation

Google’s CoLT5 Processes Extremely Long Inputs via Conditional Computation

One of the highlights of OpenAI’s GPT-4 large language model (LLM) is its expanded context window size of 32,000 tokens (about 25,000…
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Microsoft Does a Deep Dive on GPT-4, Finds “Sparks of AGI”

Microsoft Does a Deep Dive on GPT-4, Finds “Sparks of AGI”

Contemporary large language models (LLMs) like OpenAI’s GPT-4 have dramatically advanced generative AI — but are such models truly…
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OpenAI, Open Research & UPenn Paper Considers How GPTs Will Impact the US Labour Market

OpenAI, Open Research & UPenn Paper Considers How GPTs Will Impact the US Labour Market

The wheel, electricity and the computer are among some two dozen general purpose technologies, aka GPTs, that have greatly transformed…
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Microsoft’s UPRISE Automatically Retrieves Prompts to Boost the Zero-Shot Performance of Large…

Microsoft’s UPRISE Automatically Retrieves Prompts to Boost the Zero-Shot Performance of Large…

Pretrained large language models (LLMs) have emerged as a driving force in the evolution of AI systems, and the global race is on to make…
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Avatars With Attitude: ETH Zurich & Microsoft’s X-Avatar Expands Expressiveness in Digital Humans

Avatars With Attitude: ETH Zurich & Microsoft’s X-Avatar Expands Expressiveness in Digital Humans

Countless studies have been conducted on non-verbal human communication through pose, appearance, facial expression, hand gestures, etc…
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Columbia U’s ViperGPT Solves Complex Visual Queries via Python Execution

Columbia U’s ViperGPT Solves Complex Visual Queries via Python Execution

In the new paper ViperGPT: Visual Inference via Python Execution for Reasoning, a Columbia University research team presents ViperGPT, a…
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Microsoft’s MathPrompter Dramatically Improves LLM Performance on Mathematical Reasoning Tasks

Microsoft’s MathPrompter Dramatically Improves LLM Performance on Mathematical Reasoning Tasks

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UBC, Google & Amii’s Exphormer: Scaling Graph Transformers While Slashing Costs

UBC, Google & Amii’s Exphormer: Scaling Graph Transformers While Slashing Costs

The ability of graph transformers (GT) to model long-range interactions has improved expressivity and made such architectures a promising…
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Microsoft’s Visual ChatGPT Enables Image Understanding and Generation

Microsoft’s Visual ChatGPT Enables Image Understanding and Generation

ChatGPT’s humanlike conversational competency has taken AI to new levels — might the generative large language model’s next evolutionary…
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