Miscellaneous86 [2025-2] 박지원 - GPTQ 논문) https://arxiv.org/abs/2210.17323 GPTQ: Accurate Post-Training Quantization for Generative Pre-trained TransformersGenerative Pre-trained Transformer models, known as GPT or OPT, set themselves apart through breakthrough performance across complex language modelling tasks, but also by their extremely high computational and storage costs. Specifically, due to their massarxiv.org 1. GPTQ란 GPTQ.. 2025. 7. 1. [2025-1] 임재열 - Self-guided Knowledge-injected Graph NeuralNetwork for Alzheimer’s Diseases Self-guided Knowledge-injected Graph Neural Network for Alzheimer’s Diseases은 2024년 MICCAI에서 발표된, 1. 알츠하이머 진단을 위해 뇌 영역 간 그래프에 의료 지식을 주입하고,2. 개인별 연결 특성을 반영하는 self-guided attention GNN을 제안한 논문입니다. [SGK-GNN]https://papers.miccai.org/miccai-2024/678-Paper0869.html Self-guided Knowledge-injected Graph Neural Network for Alzheimer’s DiseasesAbstract Graph neural networks (GNNs) are proficient machine .. 2025. 5. 31. [2025-1] 유경석 - nnDetection: A Self-configuring Method for Medical Object Detection https://arxiv.org/abs/2106.00817 nnDetection: A Self-configuring Method for Medical Object DetectionSimultaneous localisation and categorization of objects in medical images, also referred to as medical object detection, is of high clinical relevance because diagnostic decisions often depend on rating of objects rather than e.g. pixels. For this task, tharxiv.orghttps://github.com/MIC-DKFZ/nnDet.. 2025. 5. 24. [2025 - 1] 김지원 - An Algorithmic Crystal Ball: Forecasts-based on MachineLearning 논문 소개 논문 제목 : An Algorithmic Crystal Ball: Forecasts-based on MachineLearning발간년도: 2018저자 : Jin-Kyu Jung, Manasa Patnam, and Anna Ter-Martirosyan특징 : IMF(Internationa Monetary Fnd) Working Paper Research Question매크로 데이터(다음 분기 GDP 성장률 등)을 예측할 때에도 딥러닝이 높은 정확도를 보여주는가? Background기존에 IMF나 World Bank와 같은 기관들이 각 국가의 전망에 대한 보고서들을 내면서 다음 분기 GDP 성장률을 예측한다.하지만 Timmermann(2007)에 따르면 IMF의 World Economic Outl.. 2025. 5. 10. 이전 1 2 3 4 5 6 7 8 ··· 22 다음
