Papers with code 정리

본 글은 임시로 저장하는 글이다.

목표는 실제로 코딩을 하며 리뷰를 하기 위해 paper code에서 재밌어 보이는 분야들을 정리해 왔다.

분야 기록

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Computer vision

Image Generation : https://paperswithcode.com/task/image-generation

Knowledge Distillation on ImageNet : https://paperswithcode.com/sota/knowledge-distillation-on-imagenet

Few-Shot Image Classification : https://paperswithcode.com/sota/few-shot-image-classification-on-mini-2

Fine-Grained Image Classification : https://paperswithcode.com/task/fine-grained-image-classification

Object Detection : https://paperswithcode.com/task/object-detection

Real-Time Object Detection : https://paperswithcode.com/task/real-time-object-detection

Semantic Segmentation : https://paperswithcode.com/task/semantic-segmentation

Instance Segmentation : https://paperswithcode.com/task/instance-segmentation

Representation Learning : https://paperswithcode.com/task/representation-learning

NLP

Transfer Learning : https://paperswithcode.com/task/transfer-learning

Question Answering : https://paperswithcode.com/task/question-answering

Language Modelling : https://paperswithcode.com/task/language-modelling

Machine Translation: https://paperswithcode.com/task/machine-translation