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Published in SyncedReview

·16 hours ago

Google & HUJI Present Dreamix: The First Diffusion Model for General Video Editing

Diffusion models like Stable Diffusion — which introduce random noise to data and then learn to generate new samples from the noise — have achieved state-of-the-art performance in generating realistic text-driven images and videos. Such models however are focused on synthesizing, not editing. While a number of intuitive text-based approaches…

Diffusion Models

3 min read

Google & HUJI Present Dreamix: The First Diffusion Model for General Video Editing
Google & HUJI Present Dreamix: The First Diffusion Model for General Video Editing
Diffusion Models

3 min read


Published in SyncedReview

·1 day ago

Google & Columbia U’s Mnemosyne: Learning to Train Transformers With Transformers

Training deep and complex machine learning (ML) models involves determining the best optimizer and then manually tuning its hyperparameters — a process that is both computationally intensive and time-consuming. Learning-to-learn (L2L) systems have recently emerged as a more efficient alternative to conventional human-engineered ML optimizers. A team from Google and…

Deep Learning

3 min read

Google & Columbia U’s Mnemosyne: Learning to Train Transformers With Transformers
Google & Columbia U’s Mnemosyne: Learning to Train Transformers With Transformers
Deep Learning

3 min read


Published in SyncedReview

·4 days ago

Genius or Subpar AI Mathematician? New Study Questions ChatGPT’s Mathematical Capabilities

The November release of ChatGPT garnered unprecedented public and media attention. OpenAI’s conversational large language model (LLM) was widely applauded for its ability to answer complex queries, generate correct computer code and coherent long-form essays, and even solve math problems. But might that last claim have been premature? In the…

Chatgpt

3 min read

Genius or Subpar AI Mathematician? New Study Questions ChatGPT’s Mathematical Capabilities
Genius or Subpar AI Mathematician? New Study Questions ChatGPT’s Mathematical Capabilities
Chatgpt

3 min read


Published in SyncedReview

·6 days ago

Stanford U’s DetectGPT Takes a Curvature-Based Approach to LLM-Generated Text Detection

ChatGPT’s ability to generate coherent and comprehensive essays on any topic in seconds has made it both a game-changing information resource and the bane of educators. …

Chatgpt

4 min read

Stanford U’s DetectGPT Takes a Curvature-Based Approach to LLM-Generated Text Detection
Stanford U’s DetectGPT Takes a Curvature-Based Approach to LLM-Generated Text Detection
Chatgpt

4 min read


Published in SyncedReview

·Feb 1

AI Jam Session: Google & Sorbonne U’s MusicLM Achieves SOTA Performance on High-Fidelity Music Generation from Text

AI’s evolution over the last decade has been incredible. While researchers might point to the successes of AlexNet or AlphaGo as milestones, the “wow” moments for the general public have come from prompt-based image generation models such as Stable Diffusion and, more recently, the power of ChatGPT. …

Deep Learning

3 min read

AI Jam Session: Google & Sorbonne U’s MusicLM Achieves SOTA Performance on High-Fidelity Music…
AI Jam Session: Google & Sorbonne U’s MusicLM Achieves SOTA Performance on High-Fidelity Music…
Deep Learning

3 min read


Published in SyncedReview

·Jan 31

Microsoft & UCLA Introduce ClimaX: A Foundation Model for Climate and Weather Modelling

Climate change and extreme weather events have made weather and climate modelling a challenging yet crucial real-world task. …

Climate Modelling

3 min read

Microsoft & UCLA Introduce ClimaX: A Foundation Model for Climate and Weather Modelling
Microsoft & UCLA Introduce ClimaX: A Foundation Model for Climate and Weather Modelling
Climate Modelling

3 min read


Published in SyncedReview

·Jan 27

Stanford U’s Brain-Computer Interface Enables Stroke and ALS Patients to ‘Speak’ 62 Words per Minute

From drug discovery and protein folding to tumour detection, AI is revolutionizing the biomedical and healthcare fields. Recent research into brain-computer interfaces (BCIs) has revealed their potential to restore rapid communication to people with paralysis by capturing neural activities evoked by attempted speaking actions and decoding these into text. …

Brain Computer Interface

3 min read

Stanford U’s Brain-Computer Interface Enables Stroke and ALS Patients to ‘Speak’ 62 Words per…
Stanford U’s Brain-Computer Interface Enables Stroke and ALS Patients to ‘Speak’ 62 Words per…
Brain Computer Interface

3 min read


Published in SyncedReview

·Jan 26

Oxford U’s Deep Double Duelling Q-Learning Translates Trading Signals Into SOTA Trading Strategies

Limit order books (LOBs) traditionally comprise instructions to buy or sell a given security at a specific price or better. The introduction of AI-powered trading systems has significantly impacted limit order book markets in recent years. While studies have shown that LOB prices can be predictable over short time periods…

Artificial Intelligence

4 min read

Oxford U’s Deep Double Duelling Q-Learning Translates Trading Signals Into SOTA Trading Strategies
Oxford U’s Deep Double Duelling Q-Learning Translates Trading Signals Into SOTA Trading Strategies
Artificial Intelligence

4 min read


Published in SyncedReview

·Jan 25

Forget About Catastrophic Forgetting: Google’s Continual HyperTransformer Enables Efficient Continual Few-Shot Learning

Continual few-shot learning techniques enable AI models to learn from a continuous stream of tasks described by a small set of samples without forgetting their previously learned information. This learning paradigm is beneficial in real-world applications such as industrial robotics, where a deployed agent must learn in a dynamic environment…

Continual Learning

4 min read

Forget About Catastrophic Forgetting: Google’s Continual HyperTransformer Enables Efficient…
Forget About Catastrophic Forgetting: Google’s Continual HyperTransformer Enables Efficient…
Continual Learning

4 min read


Published in SyncedReview

·Jan 24

Meet Tracr: DeepMind & ETH Zurich’s Novel Interpretability Tool Compiles Human-Readable Code to Transformers’ Weights

Interpretability has emerged as a new buzzword and research focus in AI system development and deployment. Although deep learning models have achieved remarkable success in recent years, the question of how these models work remains underexplored and poorly understood — mainly due to a lack of ground truth information regarding…

Neural Networks

3 min read

Meet Tracr: DeepMind & ETH Zurich’s Novel Interpretability Tool Compiles Human-Readable Code to…
Meet Tracr: DeepMind & ETH Zurich’s Novel Interpretability Tool Compiles Human-Readable Code to…
Neural Networks

3 min read

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