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TEXT EMBEDDINGS REVEAL ALMOST AS MUCH AS TEXT

Using iterative re-embedding and treating embedding inversion as a conditional generation problem allows attackers to successfully recreate 92% of the embedded texts just with access to the dense vectors.

2023.10.13
arxiv.org12 min readTLDR AI

ENHANCED SEGMENTATION WITH SAM-OCTA

Researchers have improved the segmentation of specific targets in optical coherence tomography angiography (OCTA) images with a method called SAM-OCTA.

2023.10.13
arxiv.org16 min readTLDR AI

SCALECRAFTER: HIGH-RESOLUTION IMAGE GENERATION

Researchers studied how to produce high-quality images at large sizes using pre-trained diffusion models trained on smaller images. They discovered issues with repeated patterns in the bigger images and pinpointed the problem to the limited perception of the model's structures.

2023.10.13
github.comGitHub repositoryTLDR AI

IMPROVING TEXT TO IMAGE GENERATION WITH LLMS

Researchers are improving how we communicate with text-to-image models, like Midjourney and Stable Diffusion, which currently require complex prompts for generating images. They've introduced "interactive text to image", allowing people to naturally interact with Large Language Models for better image creation and related tasks.

2023.10.13
minidalle3.github.io4 min readTLDR AI

INTRODUCING SPACE OS

Space OS is a new web operating system that intends to host what its founders call the "personal cloud computer." The platform relies on an infinite canvas-like operating system where users can draw anything, including a text box, an embedded link, an installed app, and a webcam stream.

2023.10.13
deta.space4 min readTLDR Design

BRAINSTORM WITH A VIRTUAL COACH

BrainStory is an AI-powered tool that listens to your ideas and asks you follow-up questions in context. Depending on your input, the platform outlines where to go from the initial plan. BrainStory also enables collaboration, allowing you to invite friends and team members to review and respond to your wildest thoughts. Ten free brainstorming sessions are available.

2023.10.13
brainstory.aiToolTLDR Design

EASING FUNCTIONS CHEAT SHEET

How things move in the real world provides a practical inspiration for creating animation that feels more real. Getting the proper easing function is a critical aspect of that goal. This page lists several easing functions and provides the CSS and math functions behind each.

2023.10.13
easings.netToolTLDR Design

THE SECRET FORMULA FOR APPLE'S ROUNDED CORNERS

Apple’s products are not circular, but instead “squircles”. Squircles are complex curves that remove the discontinuity between the straight and curved sections of a surface. Apple’s line of products and their roundness scores: desktop-style devices at 0%, displays are between 2% and 3%, MacBooks are between 7% and 10%, iPads are between 12% and 18%, and iPhones are around 33%.

2023.10.13
arun.is5 min readTLDR Design

HIGH SEVERITY CURL CVE

The nearly ubiquitous curl project has revealed details about a security issue that the maintainers warned of last week. The vulnerability is a heap-based buffer overflow in the SOCKS5 handshake process that occurs when a long hostname is provided and the handshake is too slow. An updated version of curl, as well as patches for older versions, has been released.

2023.10.13
curl.se4 min readTLDR InfoSec