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Facebook AI Releases Captum 0.4: A More Powerful Model Interpretability Library For PyTorch

Among other Machine learning (ML) techniques, deep neural networks have become crucial components for various applications, including image classification, audio recognition, and natural language...

Facebook AI Introduces A New Image Generation Model Called ‘IC-GAN’ That Creates High-Quality Images of Unfamiliar Objects And Scenes

Generative adversarial networks (GANs) have been used for few years to generate photorealistic images of objects or scenes that are very similar in style...

Facebook Apologizes After AI Labels Video of Black Men as ‘Primates’

After watching a video from a British tabloid showcasing Black guys, Facebook users received an automated alert asking if they wanted to "keep seeing...

Facebook AI Introduces GSLM (Generative Spoken Language Model), A Textless NLP Model That Breaks Free Completely of The Dependence on Text for Training

The recent advancements in text-based language models, such as BERT, RoBERTa, and GPT-3, have been extremely impressive. Because they can generate realistically written words...

AI Researchers Introduce A Graph Neural Network Estimator for ETA Prediction at Google Maps

Web mapping services like Google Maps are excellent tools for dynamically navigating portions of the Earth, especially in urban areas. These tools are not...

Facebook AI Open-Sources CO3D (Common Objects in 3D) Data Set For 3D Reconstruction in Computer Vision Research

3D object reconstruction is a significant computer vision problem with AR/VR technology applications, such as telepresence and the generation of 3D models for gaming....

Facebook AI Introduces ‘Neural Databases’, A New Approach Which Enables Machines to Search Unstructured Data and Connect The Fields of Databases and NLP

Data databases are essential components of nearly every computer program and online service. However, they can be rigid structures that constrain how the data...

Facebook AI Introduces Fully Sharded Data Parallel (FSDP) Algorithm That Makes Training Large AI Models Easier Using GPUs

Training AI models is a crucial step in developing a precise and accurate model. In addition to requiring significant computing and engineering resources, most...

Facebook AI Unveils UVO, A New Dataset To Boost The AI Research On Open-World Segmentation (An Important Computer Vision Task)

Facebook AI unveils UVO (Unidentified Video Objects), a new dataset to boost the AI research on open-world segmentation. UVO is a benchmark for computer...

Facebook AI Introduces Multiscale Vision Transformers (MViT), A Transformer Architecture For Representation Learning From Visual Data

Facebook AI has developed a powerful new Transformer architecture for visual representation learning. This family of architectures incorporates the seminal concept of hierarchical representations...

Facebook And TU Graz Introduces An Ultra-Compact AI Generator, ‘DONeRF’, Which Is 48x Faster Than NeRF

Recent research around neural representations, such as NeRF (Neural radiance fields), has shown immense potential in storing high-quality scene and lighting information into compact...

PyTorch Releases PyTorch Profiler v1.9 With New Features To Help Diagnose And Fix Machine Learning Performance Issues

The PyTorch Profiler v1.9 has been released. It is the newest in a series of releases meant to provide you with new tools for...

Bioptimus Unveils H-optimus-0: A New State-of-the-Art Open-Source Foundation AI Model for Pathology

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Bioptimus, a French startup known for its innovative contributions to the medical field, has unveiled its latest groundbreaking project: H-optimus-0. This development marks a...

Mistral AI Launches Codestral Mamba 7B: A Revolutionary Code LLM Achieving 75% on HumanEval...

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In a notable tribute to Cleopatra, Mistral AI has announced the release of Codestral Mamba 7B, a cutting-edge language model (LLM) specialized in code...

NuminaMath 7B TIR Released: Transforming Mathematical Problem-Solving with Advanced Tool-Integrated Reasoning and Python REPL...

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Numina has announced the release of its latest model, NuminaMath 7B TIR. This advanced language model is designed specifically for solving mathematical problems. The...

Tsinghua University Open Sources CodeGeeX4-ALL-9B: A Groundbreaking Multilingual Code Generation Model Outperforming Major Competitors...

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In a significant leap forward for the field of code generation, the Knowledge Engineering Group (KEG) and Data Mining team at Tsinghua University have...

InternLM2.5-7B-Chat: Open Sourcing Large Language Models with Unmatched Reasoning, Long-Context Handling, and Enhanced Tool...

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InternLM has unveiled its latest advancement in open large language models, the InternLM2.5-7B-Chat, available in GGUF format. This model is compatible with llama.cpp, an...

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