1) Data science roadmap to follow in 2023
INNOVATION
-

NeRFMeshing enables compact 3D surface reconstruction from NeRF
By
–
9/ NeRFMeshing – a compact and flexible architecture that enables easy 3D surface reconstruction from any NeRF-driven approach; distills NeRFs into geometrically-accurate 3D meshes.
-

FlexGen: High-Throughput LLM Engine for Limited GPU Memory
By
–
10/ FlexGen – a high-throughput generation engine for running LLMs with limited GPU memory.
-

ConvMixer: Parameter-Efficient Alternative to Vision Transformers
By
–
8/ Patches Are All You Need – proposes ConvMixer, a parameter-efficient fully-convolutional model which replaces self-attention and MLP layers in ViTs with less-expressive depthwise and pointwise convolutional layers.
-
Top ML Papers of the Week: GPT-4 and Language Models
By
–
Top ML Papers of the Week (Mar 13 – Mar 19): – GPT-4
– FlexGen
– NeRFMeshing – Resurrecting RNNs
– An Overview of Language Models
– Universal Prompt Retrieval for LLMs
… -
GPT-4 Large Multimodal Model Advances General Knowledge
By
–
1/ GPT-4 – a large multimodal model with broader general knowledge and problem-solving abilities. https://t.co/drO0DXfZK9
— DAIR.AI (@dair_ai) 19 mars 20231/ GPT-4 – a large multimodal model with broader general knowledge and problem-solving abilities.
-
LERF: Language Embeddings in 3D Radiance Fields
By
–
2/ LERF (Language Embedded Radiance Fields) – a method for grounding language embeddings from models like CLIP into NeRF; this enables open-ended language queries in 3D.https://t.co/0zbkWzzTUT
— DAIR.AI (@dair_ai) 19 mars 20232/ LERF (Language Embedded Radiance Fields) – a method for grounding language embeddings from models like CLIP into NeRF; this enables open-ended language queries in 3D.
-
Artificial Intelligence May Lead To Formation Of New Religions
By
–
Gods In Machine? Rise Of Artificial Intelligence May Lead To New Religions – NDTV Read more here: https://
ift.tt/iOFVjDa #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT -
AI Predicts Next Food Crisis Using Data Science
By
–
When is the next food crisis? Artificial Intelligence could know the … – RFD-TV Read more here: https://
ift.tt/7JEyHDB #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT -
China’s Competitive Edge in Artificial Intelligence Development
By
–
Why China has an edge on artificial intelligence – Harvard Gazette Read more here: https://
ift.tt/Sg2uwXh #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT