Improving

Self-Attention Guidance: Improving Sample Quality of Diffusion Models

Denoising Diffusion Models are generative AI frameworks that synthesize images from noise through an iterative denoising process. They're celebrated for his or her exceptional image generation capabilities and variety, largely attributed to text- or...

Improving Mathematical Reasoning with Process Supervision

We have trained a model to realize a recent state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) as a substitute of simply rewarding the right final answer (“end...

SNRAdam: Improving the Adam Optimizer

Optimizers are essential tools within the modeling stack. One of the vital widely used optimizers is the Adam optimizer introduced by Kingma and Ba . This optimizer keeps track of running averages of the...

Improving AI’s ability to follow complex human instructions

A paper on vision and language navigation by a team of researchers including CDS PhD student Aishwarya Kamath was accepted at CVPR 2023Training robots to follow human instructions in natural language is a major...

Improving AI’s ability to follow complex human instructions

A paper on vision and language navigation by a team of researchers including CDS PhD student Aishwarya Kamath was accepted at CVPR 2023Training robots to follow human instructions in natural language is a major...

Improving Diffusers Package for High-Quality Image Generation

Overcoming token size limitations, custom model loading, LoRa support, textual inversion support, and moreMany other open-source solutions might be used to enhance image quality. Here list three other models that I attempted that return...

Reducing bias and improving safety in DALL·E 2

In April, we began previewing the DALL·E 2 research to a limited number of individuals, which has allowed us to raised understand the system’s capabilities and limitations and improve our safety systems.During this preview phase,...

Text in Image 2.0: improving OCR service with PaddleOCR What’s OCR? Context Why PaddleOCR? Benchmarking one of the best OCR solution Working with PaddleOCR Text in Image service Takeaways

Read how the Cognition team improved the Text in Image service across Adevinta marketplaces using PaddleOCROptical Character Recognition (OCR) is a well-liked topic for each industry and private use. In this text, we share...

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