2019

Star-Transformer
2019.08.14
발표자: 전희광     발표일자: 2019-08-07     저자: Qipeng Guo, Xipeng Qiu, Pengfei Liu, Yunfan Shao, Xiangyang Xue, Zheng Zhang     학회명: NAACL2019    

The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks
2019.08.14
발표자: 이원규     발표일자: 2019-08-07     저자: Jonathan Frankle, Michael Carbin     학회명: ICLR 2019    

OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations
2019.07.29
발표자: 최재우     발표일자: 2019-07-25     저자: Pramuditha Perera, Ramesh Nallapati, Bing Xiang     학회명: CVPR 2019    

Towards Deep Learning Models Resistant to Adversarial Attacks, Adversarial logit paring
2019.07.29
발표자: 김누리     발표일자: 2019-07-25     저자: Mandry et al., Kannan et al.     논문지: arXiv    

ELASTIC: Improving CNNs with Dynamic Scaling Policies
2019.07.29
발표자: Henning M. Holen     발표일자: 2019-07-19     저자: Huiyu Wang, Aniruddha Kembhavi, Ali Farhadi, Alan Yuille , Mohammad Rastegari     학회명: CVPR 2019    

Large Scale Semantic Indexing with Deep Level-wise Extreme Multi-label Learning
2019.07.29
발표자: 신윤섭     발표일자: 2019-07-19     저자: Dingcheng Li, Jingyuan Zhang, Ping Li     학회명: WWW 2019    

MASS: Masked Sequence to Sequence Pre-training for Language Generation
2019.07.29
발표자: 최윤석     발표일자: 2019-07-19     저자: Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, Tie-Yan Liu     학회명: ICML 2019    

A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks
2019.07.11
발표자: 김유성     발표일자: 2019-07-10     저자: Dan Hendrycks, Kevin Gimpel     학회명: ICLR 2017    

Fast AutoAugment
2019.07.11
발표자: 이상헌     발표일자: 2019-07-10     저자: Sungbin Lim et al     학회명: ICML 2019 AutoML Workshop    

ImageNet-Trained CNNs are biased towards texture; Increasing shape bias improves accuracy and robustness
2019.07.11
발표자: 이진호     발표일자: 2019-07-10     저자: Robert Geirhos et al     학회명: ICLR 2019    

Incremental Learning In Deep Convolutional Neural Networks Using Partial Network Sharing
2019.07.11
발표자: 지용성     발표일자: 2019-07-10     저자: Syed Shakib Sarwar et al     학회명: arXiv    

Predictive Uncertainty Estimation via Prior Networks
2019.06.28
발표자: 정동언     발표일자: 2019-06-28     저자: Andrey Malinin, Mark Gales     학회명: NIPS 2018    

Neural Collaborative Filtering
2019.06.28
발표자: 유승민     발표일자: 2019-06-28     저자: Xiangnan He, Lizi Liao, Hanwang Zhang, Liqiang Nie, Xia Hu, Tat-Seng Chua     학회명: WWW 2017    

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
2019.06.28
발표자: 전희광     발표일자: 2019-06-28     저자: Egor Zakharov, Aliaksandra Shysheya, Egor Burkov, Victor Lempitsky     논문지: arXiv    

SAP & Defensive Dropout
2019.06.28
발표자: 김누리     발표일자: 2019-06-12    

What Do You Learn From Context? Probing for Sentence Structure in Contextualized Word Representations
2019.06.28
발표자: 원민섭     발표일자: 2019-06-12     저자: Ian Tenney, Patrick Xia, Berlin Chen, Alex Wang     학회명: ICLR 2019    

Group Normalization
2019.06.28
발표자: 이원규     발표일자: 2019-05-30     저자: Yuxin Wu, Kaiming He     학회명: ECCV 2018    

Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples
2019.06.28
발표자: 최재우     발표일자: 2019-05-30     저자: Kimin Lee, Honglak Lee, Jinwoo Shin     학회명: ICLR 2018    

Deep Reinforcement Learning for Building HVAC Control
2019.05.23
발표자: 김성규     발표일자: 2019-05-23     저자: Tianshu We, Qi Zhu, Yanzhi Wang     학회명: 2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC)    

Attention Augmented Convolutional Networks
2019.05.23
발표자: Henning M. Holen     발표일자: 2019-05-23     저자: Irwan Bello, Barrret Zoph, Ashish Vaswani, Jonathon Shlens, Quoc V. Le     논문지: arXiv