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How to Speedup Inference by Up to 9x on a x86 CPU with Pytorch
Author(s): Nour Islam Mokhtari Originally published on Towards AI. The complete guide on how to achieve some impressive results with a few lines of code! This member-only story is on us. Upgrade to access all of Medium. Image generated using StableDiffusion To …
Transformers and Positional Embedding: A Step-by-Step NLP Tutorial for Mastery
Author(s): Rokas Liuberskis Originally published on Towards AI. CNNs and RNNs vs. Transformers This member-only story is on us. Upgrade to access all of Medium. https://www.youtube.com/embed/S_PqkxUP2PY I am starting a new tutorial series about Transformers. I’ll implement them step-by-step in TensorFlow, explaining …
Multimodal Language Models Explained: Visual Instruction Tuning
Author(s): Ali Moezzi Originally published on Towards AI. An introduction to the core ideas and approaches to move from unimodality to multimodal LLMs LLMs have shown promising results on both zero-shot and few-shot learning on many natural language tasks. Yet, LLMs are …
This AI newsletter is all you need #59
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week changes to Zoom’s terms of service (from March) were brought into focus after fears over their use of customer video data went …
This AI newsletter is all you need #58
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week we were excited to see two new developments in AI outside the realm of NLP. The latest development from Meta AI involves …
Deep Learning Demystified: Unraveling the Secrets of CNN Architecture with CIFAR-10 Dataset
Author(s): Anshumaan Tiwari Originally published on Towards AI. Photo by Tobias Reich on Unsplash In the ever-evolving world of artificial intelligence, Convolutional Neural Networks (CNNs) have emerged as a revolutionary technology, reshaping the fields of computer vision and image recognition. With their …
Top Computer Vision Papers During Week From 17/7 To 23/7
Author(s): Youssef Hosni Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Computer vision, a field of artificial intelligence focused on enabling machines to interpret and understand the visual world, is rapidly evolving with …
This AI newsletter is all you need #57
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie In the AI world this week, LLM model performance evaluations were a topic of focus. In particular, there was a lively debate around a …
Best GPUs for AI and Deep Learning
Originally published on Towards AI. Source: Unsplash When delving into AI and deep learning, choosing the right GPU for your AI rig can make a significant difference. Choosing the right GPU gives you the flexibility to tackle advanced tasks and the opportunity …
ECCV 2020 Best Paper Award | A New Architecture For Optical Flow
Author(s): Louis Bouchard Originally published on Towards AI. Paper’s introduction Photo by Cris Ovalle on Unsplash ECCV 2020 Best Paper Award Goes to Princeton Team.They developed a new end-to-end trainable model for optical flow.Their method beats state-of-the-art architectures’ accuracy across multiple datasets …
NLP News Cypher | 10.11.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Ankhesenamun on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 10.11.20 An Ode to Code Hey, welcome back! We have another great NLP Cypher for this week. And as …
NLP News Cypher | 10.18.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Fatih Yürür on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 10.18.20 Crash Override Hey welcome back! It’s a brand new week. And if you are unaware, we tapped …
The NLP Cypher | 10.25.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Youhana Nassif on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher U+007C 10.25.20 On Her Majesty’s Service Was knocking about the Big Bad NLP Database when I arrived on a …
Turing, Winograd, or Whither
Author(s): Danielle Boccelli Originally published on Towards AI. Photo by Possessed Photography on Unsplash Artificial Intelligence, Machine Intelligence, Opinion What do we question when we ask if machines can think? An interesting concept from literary theory states that if a reader wants …
Video to Text Description Using Deep Learning and Transformers | COOT
Author(s): Louis Bouchard Originally published on Towards AI. This new model published in the NeurIPS2020 conference uses transformers to generate accurate text descriptions for each sequence of a video, using both the video and a general description of it as inputs. As …
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