[논문리뷰]

1.[논문리뷰 | CV] ImageNet Classification with Deep Convolutional Neural Networks (2012) Summary

post-thumbnail

2.[논문리뷰 | CV] Going deeper with convolutions (2014) Summary

post-thumbnail

3.[논문리뷰 | CV] VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION (2014) Summary

post-thumbnail

4.[논문리뷰 | CV] Deep Residual Learning for Image Recognition (2015) Summary

post-thumbnail

5.[논문리뷰 | CV] EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks (2020) Summary

post-thumbnail

6.[논문리뷰 | NLP] Sequence to Sequence Learning with Neural Networks (2014) Summary

post-thumbnail

7.[논문 리뷰 | NLP] Attention Is All You Need (2017) Summary

post-thumbnail

8.[논문 리뷰 | RC] Hybrid Recommender Systems - A Systematic Literature Review (2019) Summary

post-thumbnail

9.[논문리뷰 | CV] Rich feature hierarchies for accurate object detection and semantic segmentation Tech report (v5) (2014) Summary

post-thumbnail

10.[논문리뷰 | CV] AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE (2021) Summary

post-thumbnail

11.[논문리뷰 | CV] Self-training with Noisy Student improves ImageNet classification (2020) Summary

post-thumbnail

12.[논문리뷰 | CV] Swin Transformer: Hierarchical Vision Transformer using Shifted Windows (2021) Summary

post-thumbnail

13.[논문리뷰 | NLP]  BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (2019) Summary

post-thumbnail

14.[논문리뷰 | CV] SEMI-SUPERVISED CLASSIFICATION WITH GRAPH CONVOLUTIONAL NETWORKS (2017) Summary

post-thumbnail

15.[논문리뷰 | CV] MobileNet: Efficient Convolutional Neural Networks for Mobile Vision Applications (2017) Summary

post-thumbnail

16.[논문리뷰 | CV] YOLOv4: Optimal Speed and Accuracy of Object Detection (2020) Summary

post-thumbnail

17.[논문리뷰 | CV] End-to-End Object Detection with Transformers (2020) Summary

post-thumbnail

18.[논문리뷰 | CV] A ConvNet for the 2020s (2022) Summary

post-thumbnail

19.[논문리뷰 | CV] Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization(2019) Summary

post-thumbnail

20.[논문리뷰 | CV] NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis(2020) Summary

post-thumbnail

21.[논문리뷰 | Anomaly] Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery (2017) Summary

post-thumbnail

22.[논문리뷰 | Anomaly] Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series (2019) Summary

post-thumbnail

23.[논문리뷰 | Speech] Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers (VALL-E) (2023) Summary

post-thumbnail

24.[논문리뷰 | CV] M3D-VTON: A Monocular-to-3D Virtual Try-On Network (2021) Summary

post-thumbnail

25.[논문리뷰 | Speech] HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units (2021) Summary

post-thumbnail

26.[논문리뷰 | CV] Learning Character-Agnostic Motion for Motion Retargeting in 2D (2019) Summary

post-thumbnail

27. [논문리뷰 | CV] A Body Part Embedding Model With Datasets for Measuring 2D Human Motion Similarity (2021) Summary

post-thumbnail

28.[논문리뷰 | NLP] ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (2020) Summary

post-thumbnail

29.[논문리뷰 | NLP] UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus (2021) Summary

post-thumbnail

30.[논문리뷰 | NLP] BERN2: an advanced neural biomedical named entity recognition and normalization tool (2022) Summary

post-thumbnail

31. [논문리뷰 | CV] BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion(2023) Summary

post-thumbnail

32. [논문리뷰 | CV] BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion Supplementary Material (2023) Summary

post-thumbnail

33. [논문리뷰 | CV] NeMo: 3D Neural Motion Fields from Multiple Video Instances of the Same Action (2023) Summary

post-thumbnail

34.[논문리뷰 | Anomaly] Graph-based Anomaly Detection and Description: A Survey (2014) Summary

post-thumbnail

35.[논문리뷰 | NLP] NEURAL MACHINE TRANSLATION BY JOINTLY LEARNING TO ALIGN AND TRANSLATE (2015) Summary

post-thumbnail

36.[논문리뷰 | NLP ] MASS: Masked Sequence to Sequence Pre-training for Language Generation (2019) Summary

post-thumbnail

38.[논문리뷰 | NLP ] RoBERTa: A Robustly Optimized BERT Pretraining Approach(2019) Summary

post-thumbnail

39.[논문리뷰 | NLP ] ELMO: Deep contextualized word representations(2018) Summary

post-thumbnail

40.[논문리뷰 | NLP ] ALBERT: A Lite BERT for Self-supervised Learning of Language Representations (2020) Summary

post-thumbnail