Editors Pick

Meet AdANNS: A Novel Framework that Leverages Adaptive Representations for Different Phases of ANNS Pipelines to Improve the Accuracy-Compute Tradeoff

To obtain information comparable to a given query, large-scale web search engines train an encoder to contain the query and then connect the encoder...

Meet LieGAN: An AI Framework That Uses Generative Adversarial Training To Automatically Discover Equivariances From A Dataset

In deep learning, symmetry is a crucial inductive bias. Convolutional neural networks can use Images with translational symmetry, and permutation symmetry in graphs can...

NTU and Microsoft Researchers Propose MIMIC-IT: A Large-Scale Multi-Modal in-Context Instruction Tuning Dataset

Recent developments in artificial intelligence have concentrated on conversational assistants with great comprehension capabilities who can then act. The noteworthy successes of these conversational...

Meet AnythingLLM: A Full-Stack Application That Transforms Your Content into Rich Data for Enhanced Large Language Models LLMs Interactions

Since the release of OpenAI's revolutionary ChatGPT, the number of projects surrounding AI, especially large language models (LLMs), has been at an all-time high....

Architectural Removal and Distillation: A Path to Efficient Compression in AI Text-to-Image Diffusion Models

Text-to-Image Diffusion Models represent a groundbreaking approach to generating images from textual prompts. They leverage the power of deep learning and probabilistic modeling to...

Researchers from Harvard Introduce Inference-Time Intervention (ITI): An AI Technique that Improves the Truthfulness of Language Models from 32.5% to 65.1%

The development of Large Language Models (LLMs) is one of the most innovative advancements in the field of Artificial Intelligence. From researchers and analysts...

Google AI Unveils Imagen Editor and EditBench to Improve and Evaluate Text-Guided Image Inpainting

There has been a recent rise in curiosity over text-to-image converters. These generative models are surprisingly useful, although they sometimes produce the wrong results...

AI See What You See: Mind’s Eye is an AI Model That Can Reconstruct Brain Scans into Images

We have long been intrigued by the challenge of understanding how our brain functions. The field of neuroscience has developed a lot, but we...

Paypal Open-Sources JunoDB: Its Distributed Key-Value Store

Paypal recently open-sourced JunoDB, a distributed key-value store built on RocksDB. Daily, JunoDB, PayPal's highly available and security-focused database, processes 350 billion requests. PayPal's wide...

MIT Researchers Propose the Simple Pseudo-Label Editing (SimPLE) Algorithm for Better Pseudo-Labeling Quality in Self-Training

Researchers from MIT's CS and Artificial Intelligence Lab (CSAIL) have developed a novel approach to address the challenges associated with large language models (LLMs)...

Meet ChatDB: A Framework that Augments LLMs with Symbolic Memory in the Form of Databases

Large language models, like GPT-4 and PaLM 2, have evolved into a crucial part of contemporary AI systems, revolutionizing their grasp of natural language...

Exploring Instruction-Tuning Language Models: Meet Tülu-A Suite of Fine-Tuned Large Language Models (LLMs)

The well-famous ChatGPT developed by OpenAI is one of the best examples of Large Language Models (LLMs) that have been recently released. LLMs like...

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