TLDR Index
TLDR AI

TLDR AI 2023-04-03

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01HEADLINES & LAUNCHES

02RESEARCH & INNOVATION

GPTEVAL: NLG EVALUATION USING GPT-4 WITH BETTER HUMAN ALIGNMENT

GPTEVAL introduces a groundbreaking framework that leverages large language models with chain-of-thoughts and form-filling paradigms to assess the quality of natural language generation outputs. Demonstrating a remarkable improvement in correlation with human judgments, this novel approach also uncovers potential biases in LLM-based evaluators.

arxiv.org7 min read

∞-DIFF: INFINITE RESOLUTION DIFFUSION

∞-Diff is introduced as a novel generative diffusion model that operates on infinite resolution data, learning a continuous function for sampling at any resolution. This approach surpasses other infinite resolution models by working directly on raw data, yielding higher sample quality and scaling effectively to resolutions beyond the training data.

arxiv.org18 min read

03ENGINEERING & RESOURCES

IMAGE GENERATION WITH MULTIVIEW 2D DIFFUSION MODELS

This paper presents a groundbreaking 3D-aware image generation technique that employs 2D diffusion models in a multiview 2D image set generation framework. By incorporating depth information and training on large-scale datasets like ImageNet, the method achieves superior image quality and generates images with large view angles from diverse real-world environments.

jeffreyxiang.github.ioGitHub repository

CHROMA

Chroma provides an open-source embeddings database.

github.comGitHub repository

04MISCELLANEOUS