以下の記事が面白かったので、簡単にまとめました。 「Model Distillation」は、OpenAIプラットフォーム内で蒸留を行うための機能です。「o1-preview」「GPT-4o」などのフロンティアモデルの出力を使用して、「GPT-4o mini」などの費用対効果の高いモデルの性能を ...

こんにちは、Text To 3D モデル DREAMFUSION (2022)で提案された Score Distillation Sampling (SDS) が気になっていたのでまとめました。 これを書いた後に、近年(2024年)の技術についても書くつもりです。 今後のリファレンスが欲しいので、まず過去のことからまとめていき ...

Whether it’s ChatGPT since the past couple of years or DeepSeek more recently, the field of artificial intelligence (AI) has seen rapid advancements, with models becoming increasingly large and ...

Abstract: Balancing the trade-off between accuracy and speed for obtaining higher performance without sacrificing the inference time is a challenging topic for object detection task. Knowledge ...

The paper will be published at the conference of 2019 Computer Vision and Pattern Recognition (CVPR19). An pre-print version is available. Metric learning networks are used to compute image embeddings ...

Salt structures are crucial targets in oil and gas seismic exploitation so that one fast, automatic and accurate method is necessary for accelerating salt structure identification in the exploitation ...

A process optimization is carried out to separate binary azeotropic mixtures of tetrahydrofuran and methanol by pressure-swing distillation according to the pressure-sensitive property of the binary ...

Distillation units boil the water, gather the steam, and cool it to turn it back into water. The heat kills bacteria. The mineral, metal and other contaminants, including arsenic, stay in the boiler.