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GENIUS: Generative Fluid Intelligence Evaluation Suite

Intermediate

Ruichuan An, Sihan Yang et al.Feb 11arXiv

The paper introduces GENIUS, a new test that checks whether image-generating AIs can think on the fly, not just recall facts.

#Generative Fluid Intelligence#Unified Multimodal Models#Interleaved Multimodal Context

One Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generation

Intermediate

Yuan Gao, Chen Chen et al.Dec 8arXiv

This paper shows that we can turn big, smart vision features into a small, easy-to-use code for image generation with just one attention layer.

#Feature Auto-Encoder#FAE#Self-Supervised Learning

Recurrent Neural Networks (RNNs): A gentle Introduction and Overview

Beginner

Robin M. SchmidtNov 23arXiv

Recurrent Neural Networks (RNNs) are special neural networks that learn from sequences, like sentences or time series, by remembering what came before.

#Recurrent Neural Network#Backpropagation Through Time#Truncated BPTT

Papers3

GENIUS: Generative Fluid Intelligence Evaluation Suite

One Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generation

Recurrent Neural Networks (RNNs): A gentle Introduction and Overview