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Published in SyncedReview

·2 days ago

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 human economies and societies. Is it just a coincidence that OpenAI’s GPT shares this initialism? In the new paper GPTs are GPTs: An Early Look at the Labor Market Impact…

Large Language Models

3 min read

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
Large Language Models

3 min read


Published in SyncedReview

·3 days ago

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

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 such models even more powerful. Promising research directions for improving LLMs include model-specific fine-tuning and task-specific prompt engineering. Both of these approaches however have their…

Pretrained Language Model

3 min read

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 Language Model

3 min read


Published in SyncedReview

·3 days ago

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., aka body language. Non-verbal signals can carry rich information with regard to human expression, and effectively capturing, interpreting and generating such signals can significantly improve the realism of digital humans (avatars) in telepresence…

3d Avatar

3 min read

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
3d Avatar

3 min read


Published in SyncedReview

·5 days ago

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 framework for solving complex visual queries by integrating code-generation models into vision via a Python interpreter. The proposed approach requires no additional training and achieves state-of-the-art results.

Artificial Intelligence

3 min read

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

3 min read


Published in SyncedReview

·Mar 16

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

Today’s large language models (LLMs) have moved beyond simple language tasks, demonstrating impressive in-context question-answering capabilities informed by novel user-initiated prompting techniques. …

Language Model

3 min read

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

3 min read


Published in SyncedReview

·Mar 16

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 alternative to traditional graph neural network (GNN) approaches. The GT downside is their poor scalability, which renders them prohibitively expensive when dealing with large and complex graphs. In the new paper…

Artificial Intelligence

3 min read

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

3 min read


Published in SyncedReview

·Mar 15

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 leap equip it with similar skills in the visual medium? In the new paper Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models, a Microsoft Research Asia team presents Visual…

Chatgpt

3 min read

Microsoft’s Visual ChatGPT Enables Image Understanding and Generation
Microsoft’s Visual ChatGPT Enables Image Understanding and Generation
Chatgpt

3 min read


Published in SyncedReview

·Mar 13

Speak a Foreign Language in Your Own Voice? Microsoft’s VALL-E X Enables Zero-Shot Cross-Lingual Speech Synthesis

robotic. The leveraging of deep neural networks in recent years has dramatically transformed TTS, enabling conditioning on factors such as stress and intonation to achieve higher quality and much more humanlike results. Contemporary TTS models however still perform best when dealing with a specific speaker in a specific language. Cross-lingual…

Cross Lingual

4 min read

Speak a Foreign Language in Your Own Voice?
Speak a Foreign Language in Your Own Voice?
Cross Lingual

4 min read


Published in SyncedReview

·Mar 10

Google’s Universal Speech Model Scales Automatic Speech Recognition to 100+ Languages

Google’s error-marred unveiling of its Bard chatbot in Paris last month was disappointing, to say the least — but don’t count the tech giant out of the AI language model race just yet. …

Speech Processing

3 min read

Google’s Universal Speech Model Scales Automatic Speech Recognition to 100+ Languages
Google’s Universal Speech Model Scales Automatic Speech Recognition to 100+ Languages
Speech Processing

3 min read


Published in SyncedReview

·Mar 8

OpenAI’s Consistency Models Support Fast One-Step Generation for Diffusion Models

Diffusion-based AI models continue to wow the world with remarkable image, audio, and video generation capabilities. This performance however comes at a price, as diffusion models’ iterative sampling process that progressively removes noise to generate high-quality outputs typically requires 10–2000 times more compute than conventional single-step generative models such as…

Diffusion Models

3 min read

OpenAI’s Consistency Models Support Fast One-Step Generation for Diffusion Models
OpenAI’s Consistency Models Support Fast One-Step Generation for Diffusion Models
Diffusion Models

3 min read

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