The Daily Index — Friday, January 26, 2024 · TLDR Index

HEADLINES & LAUNCHES

TLDR AI

TLDR AI

QDRANT RAISES $28M SERIES A

The vector database company that powers portions of ChatGPT and X's “More like this” has raised money to improve its Rust-based vector store and expand its enterprise offerings.

qdrant.tech · 2 min

TLDR AI

DITTOGYM: LEARNING TO CONTROL SOFT SHAPE-SHIFTING ROBOTS

Soft robotics is a challenge due to the large control space. This work introduces a simulator with various tasks for manipulating soft “ditto” like objects. It contains utilities, visualization, and some strong baselines.

dittogym.github.io · 8 min

TLDR AI

SCENE GRAPH GENERATION WITH TRANSFORMERS

Researchers have developed a new method for creating scene graphs, making the process faster and more efficient. Their transformer-based technique focuses on improving the way the model understands and connects different elements in an image, leading to better performance on challenging tasks.

arxiv.org · 1 min

TLDR AI

10TB of data. Tune in for the results ↗

Summary unavailable

atscale.com

TLDR AI

EVALUATION BOARD OF MULTI-TURN LLM

AgentBoard is a benchmark designed for multi-turn LLM agents, complemented by an analytical evaluation board for detailed model assessment beyond final success rates.

hkust-nlp.github.io · 3 min

TLDR AI

IMPLEMENT A SPARSE MIXTURE OF EXPERTS LANGUAGE MODEL FROM SCRATCH

A walkthrough with code on writing a sparse Mixture of Experts model from scratch in Pytorch. There are diagrams and explanations for each step. The explanation of top-k routing is particularly insightful.

huggingface.co · 22 min

TLDR AI

AI TODAY AND TRENDS FOR AN AI FUTURE

A survey of experts on how early adopters are using AI today and where AI is going in 2024.

davidtsong.substack.com · 5 min

TLDR AI

BETTER IMAGE SIMILARITY METRIC

Image similarity systems give a score based on how similar two images are. This work improves upon previous methods, primarily by relying on synthetic data and human preferences.

dreamsim-nights.github.io · 8 min

TLDR AI

3D MEDICAL IMAGE SEGMENTATION

SegMamba is a model designed for 3D medical image segmentation. It offers a more efficient alternative to the Transformer architecture.

arxiv.org · 4 min

TLDR AI

SPARKSOCIAL (PRODUCT)

Track keywords across social media to convert leads with AI-generated auto-replies.

sparksocial.io

TLDR AI

YOUR REFERRAL LINK - https://tldr.tech/ai?ref=2613930

Summary unavailable

tldr.tech