2021

Language-Agnostic Representation Learning of Source Code from Structure and Context
2021.04.07
발표자: 최윤석     발표일자: 2021-04-07     저자: Danil Zugner, Tobias Kirschstein, Michele Catasta, Jure Leskovec, Stephan Gunnemann     학회명: ICLR 2021    

Learning Transferable Visual Models from Natural Language Supervision
2021.03.31
발표자: 홍만수     발표일자: 2021-03-31     저자: Alec Radford et al.    

Exploring Simple Siamese Representation Learning
2021.03.31
발표자: 임지영     발표일자: 2021-03-31     저자: Xinlei Chen, Kaiming He    

BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series
2021.03.31
발표자: 신효정     발표일자: 2021-03-31     저자: B. Zhou, S. Liu, B. Hooi, X. Cheng, and J. Ye     학회명: International Joint Conference on Artificial Intelligence, (IJCAI), 2019    

Contrastive Learning with Adversarial Perturbations for Conditional Text Generation
2021.03.24
발표자: 김사무엘     발표일자: 2021-03-24     저자: Seanie Lee, Dong Bok Lee, Sung Ju Hwang     학회명: ICLR 2021    

Efficient Attention: Attention with Linear Complexities
2021.03.24
발표자: 신재민     발표일자: 2021-03-24     저자: Shen Zhuoran     학회명: WACV 2021    

Towards Faster and Stabilized GAN Training for High-Fidelity Few-Shot Image Synthesis
2021.03.24
발표자: 서호용     발표일자: 2021-03-24     저자: Bingchen Liu and etc.     학회명: ICLR 2021    

Large-Scale Long-Tailed Recognition in an Open World
2021.03.24
발표자: 이진섭     발표일자: 2021-03-24     저자: Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu     학회명: CVPR 2019    

GAN in Active Learning
2021.03.10
발표자: 조영성     발표일자: 2021-03-10    

Pseudo Shots: Few-Shot Learning with Auxiliary Data
2021.03.10
발표자: 김누리     발표일자: 2021-03-10     저자: Reza Esfandiarpoor, Mohsen Hajabdollahi, Stephen H. Bach    

Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning
2021.03.10
발표자: 조제현     발표일자: 2021-03-10     저자: Syed Zawad, Ahsan Ali, Pin-Yu Chen, Ali Anwar, Yi Zhou, Nathalie Baracaldo, yuan Tian, Feng Yan     학회명: AAAI 2021    

BAE: BERT-based Adversarial Examples for Text Classification
2021.03.10
발표자: 나철원     발표일자: 2021-03-10     저자: Siddhant Garg, Goutham Ramakrishnan     학회명: EMNLP 2020    

TransGAN: Two Transformers Can Make One Strong GAN
2021.03.03
발표자: 박은미     발표일자: 2021-03-03     저자: Yifan Jiang    

Training data-efficient image transformers & distillation through attention
2021.03.03
발표자: 강석규     발표일자: 2021-03-03     저자: Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou    

Contrastive Representation Distillation (ICLR, 2020)
2021.03.05
발표자: 김가형     발표일자: 2021-03-03     저자: Yonglong Tian, Dilip Krishnan, Philip Isola     학회명: ICLR, 2020    

MASKER : Masked Keyword Regularization for Reliable Text Classification
2021.03.03
발표자: 김호승     발표일자: 2021-03-03     저자: Seung Jun Moon, Sangwoo Mo, Kimin Lee, Jaeho Lee, Jinwoo Shin     학회명: AAAI2021    

Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm Detection
2021.02.24
발표자: Eden     발표일자: 2021-02-24     저자: Hongliang Pan, Zheng Lin, Peng Fu, Yatao Qi, Weiping Wang     학회명: EMNLP 2020    

Feature Space Singularity for Out-of-Distribution Detection
2021.02.24
발표자: 노순철     발표일자: 2021-02-24     저자: Haiwen Huang, Zhihan Li, Lulu Wang, Sishuo Chen, Bin Dong, Xinyu Zhou    

Generative Models for Effective ML on Private, Decentralized Datasets
2021.02.24
발표자: 홍만수     발표일자: 2021-02-24     저자: Sean Augenstein, H. Brendan McMahan, Daniel Ramage, Swaroop Ramaswamy, Peter Kairouz, Mingqing Chen, Rajiv Mathews, Blaise Aguera y Arcas     학회명: International Conference on Learning Representations (ICLR) 2020    

MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks
2021.02.24
발표자: 신효정     발표일자: 2021-02-24     저자: Dan Li, Dacheng Chen, Lei Shi , Baihong Jin, Jonathan Goh and See-Kiong Ng     학회명: International Conference on Artificial Neural Networks(ICANN) : Text and Time Series, 2019