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Researchers From Facebook AI And The University Of Texas At Austin Introduce VisualVoice: A New Audio-Visual Speech Separation Approach

Despite being present in surroundings with contaminated and overlapping sounds, the human perceptual system moves massively on visual information to lessen the audio’s ambiguities...

Getting Started With Pytorch In Google Collab With Free GPU

In this post, we will discuss the basics of pytorch by using the google colab gpu

Facebook AI Introduces DeiT (Data-efficient image Transformers): A New Technique To Train Computer Vision Models

Facebook AI has developed a new technique called Data-efficient image Transformers (DeiT) to train computer vision models that leverage Transformers to unlock dramatic advances across many...

The University of Notre Dame and Facebook AI Research Propose “Img2pose”, A Real-Time 6DoF 3D Face Pose Estimation Without Face Detection Or Landmark Localization

A new study by Facebook AI and the University of Notre Dame research team has proposed a novel real-time six DoF (Degrees of Freedom) 3D...

Facebook AI Introduces ‘ReBeL’: An Algorithm That Generalizes The Paradigm Of Self-Play Reinforcement Learning And Search To Imperfect-Information Games

Most AI systems excel in generating specific responses to a particular problem. Today, AI can outperform humans in various fields. For AI to do...

McGill University, Facebook & Mila Introduces MeDAL: A NLP Pre-training Dataset for Medical Abbreviation Disambiguation With 14M Articles

At EMNLP 2020 (Empirical Methods in Natural Language Processing) Conference, a Montreal-based research team introduced a large medical text dataset designed to improve medical abbreviation disambiguation.  Correct terminology...

Facebook AI Introduces Linformer: A New Transformer Architecture To Catch Hate Speech And Content That Incites Violence

Deploying systems to detect a slang-filled or intentionally misspelled piece of hate speech has been a great challenge. Today, the most powerful, cutting-edge language-understanding...

Facebook AI Explores Automatic Differentiation System For The Kotlin Language

Differentiable programming enables programs to optimize themselves and is a part of Facebook AI’s broader efforts to build additional advanced machine learning programming tools....

PyTorch Releases Prototype Features To Execute Machine Learning Models On-Device Hardware Engines

PyTorch has recently released four new PyTorch prototype features. The first three enable mobile machine-learning developers to execute models on the full set of...

Facebook AI Proposes New Method To Improve Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation

Transfer learning from high-resource languages is a useful method to improve end-to-end automatic speech recognition (ASR) for low-resource languages. However, pre-trained encoder-decoder models do...

Facebook AI Introduces M2M-100 : The First Many-To-Many Multilingual Model That Translates 100×100 Languages Without Relying On English Data

Typical English-centric multilingual models previously used for translations rely on two-step translation. This lacks in preserving the sentences’ actual meaning because of the English...

Facebook AI Open-Sources Graph Transformer Networks (GTN) For Automatic Differentiation With Graphs

Graph Transformer Networks (GTN) is an open-source framework with weighted finite-state transducers (WFSTs), a powerful and expressive type of graph. GTN, just like PyTorch,...

Google DeepMind Releases RecurrentGemma: One of the Strongest 2B-Parameter Open Language Models Designed for...

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Language models are the backbone of modern artificial intelligence systems, enabling machines to understand and generate human-like text. These models, which process and predict...

Finally, the Wait is Over: Meta Unveils Llama 3, Pioneering a New Era in...

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Meta has revealed its latest large language model, the Meta Llama 3, which is a major breakthrough in the field of AI. This new model is not just...

TrueFoundry Releases Cognita: An Open-Source RAG Framework for Building Modular and Production-Ready Applications

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The field of artificial intelligence is rapidly evolving, and taking a prototype to production stage can be quite challenging. However, TrueFoundry has recently introduced a new...

Meet Zamba-7B: Zyphra’s Novel AI Model That’s Small in Size and Big on Performance

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In the race to create more efficient and powerful AI models, Zyphra has unveiled a significant breakthrough with its new Zamba-7B model. This compact,...

WizardLM-2: An Open-Source AI Model that Claims to Outperform GPT-4 in the MT-Bench Benchmark

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A team of AI researchers has introduced a new series of open-source large language models named WizardLM-2. This development is a significant breakthrough in...

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