🔥 AI Paper Review 🔥 AI 관련 논문을 읽고, 작성한 리뷰입니다. 📖 AI-papers 순번 별칭 분류 정식 논문 명칭 날짜 비고 01 - GAN IMAGE GANS MEET DIFFERENTIABLE RENDERING FOR INVERSE GRAPHICS AND INTERPRETABLE 3D NEURAL RENDERING 2022.04 딥러닝 Class 02 RetinaNet CV Focal Loss for Dense Object Detection 2022.07 X:AI 2기 Basic 03 UNet CV U-Net: Convolutional Networks for Biomedical Image Segmentation 2022.07 X:AI 2기 Basic 04 DALLE CV Zero-Shot Text-to-Image Generation 2022.08 D&A Conference 05 StarGan GAN StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation 2022.08 D&A Conference 06 MUSES CV Multi-shot Temporal Event Localization: a Benchmark 2023.01 학부연구생 07 MobileNet CV MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications 2023.03 X:AI 4기 Basic 08 Transformer CV Attention Is All You Need 2023.03 X:AI 4기 Basic 09 DCN CV Deformable Convolutional Networks 2023.03 X:AI 4기 Basic 10 Seq2Seq NLP Sequence to Sequence Learning with Neural Networks 2023.03 X:AI 4기 Basic 11 Inception CV Rethinking the Inception Architecture for Computer Vision 2023.03 X:AI 4기 Basic 12 YOLO CV You Only Look Once: Unified, Real-Time Object Detection 2023.04 X:AI 4기 Basic 13 GPT-1 NLP Improving Language Understanding by Generative Pre-Training 2023.04 X:AI 4기 Basic 14 CDFI CV CDFI: Compression-Driven Network Design for Frame Interpolation 2023.04 Capstone class 15 AutoEncoder - 오토인코더의 모든 것 및 기타 자료 참고 2023.04 X:AI 4기 Basic 16 DeepLab.v2 CV DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs 2023.05 X:AI 4기 Basic 17 Mask R-CNN CV Mask R-CNN 2023.05 X:AI 4기 Basic 18 Style Gan GAN Style Gan 2023.05 X:AI 4기 Basic 19 Vision Transformer CV An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 2023.07 X:AI 4기 Adv 20 Taskonomy CV Taskonomy: Disentangling Task Transfer Learning 2023.07 X:AI 4기 Adv 21 RegNet CV RegNet : Self-Regulated Network for Image Classification 2023.07 X:AI 4기 Adv 22 DETR CV End-to-End Object Detection with Transformers 2023.08 X:AI 4기 Adv 23 ConvNeXt CV A ConvNet for the 2020s 2023.08 X:AI 4기 Adv 24 DDPM CV Denoising Diffusion Probabilistic Models 2023.08 X:AI 4기 Adv 25 Dalle CV Zero-Shot Text-to-Image Generation 2023.08 X:AI 4기 Adv 26 DiffBIR CV Towards Blind Image Restoration with Generative Diffusion Prior 2023.11 NextLab 인턴