2020
REFORMER: THE EFFICIENT TRANSFORMER
2020.07.09
발표자: 나철원
발표일자: 2020-07-08
저자: Nikita Kitaev, Łukasz Kaiser, Anselm Levskaya
학회명: ICLR 2020
Enhancing Adversarial Defense by k-Winners-Take-All
2020.07.09
발표자: 김누리
발표일자: 2020-07-08
저자: Chang Xiao, Peilin Zhong, and Changxi Zheng
학회명: ICLR 2020
SYNTHESIZER: Rethinking Self-Attention in Transformer Models
2020.07.09
발표자: 최윤석
발표일자: 2020-07-08
저자: Yi Tay, Dara Bahri, Donald Metzler, Da-Cheng Juan, Zhe Zhao, Che Zheng
학회명: arXiv 2020
AdaBalGAN: An Improved Generative Adversarial Network With Imbalanced Learning for Wafer Defective Pattern Recognition
2020.07.01
발표자: 박은미
발표일자: 2020-07-01
저자: Junliang Wang , Zhengliang Yang , Jie Zhang, Qihua Zhang, and Wei-Ting Kary Chien
학회명: IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING 2019
Non-local Neural Networks & Feature Denoising for Improving Adversarial Robustness
2020.07.09
발표자: 정동언
발표일자: 2020-07-01
저자: Facebook AI Research Internship (Kaiming He)
학회명: CVPR 2018 & 2019
Semantically Multi-modal Image Synthesis
2020.07.09
발표자: 서호용
발표일자: 2020-07-01
저자: Zhen Zhu, Zhiliang Xu, Ansheng You and Xiang Bai
학회명: CVPR 2020
SentiBERT : A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics
2020.06.24
발표자: 김호승
발표일자: 2020-06-24
저자: Da Yin, Tao Meng, Kai-Wei Chang
학회명: ACL 2020
ClusterFit: Improving Generalization of Visual Representations
2020.06.24
발표자: 전희광
발표일자: 2020-06-24
저자: Xueting Yan, Ishan Misra, Abhinav Gupta, Deepti Ghadiyaram, Dhruv Mahajan
학회명: CVPR 2020
Improving Neural Question Generation using Answer Separation
2020.06.24
발표자: 조제현
발표일자: 2020-06-24
저자: Yanghoon Kim, Hwanhee Lee, Joongbo Shin, Kyomin Jung
학회명: AAAI 2019
Context-Sensitive Malicious Spelling Error Correction
2020.06.10
발표자: Eden
발표일자: 2020-06-10
저자: Hongyu Gong, Yuchen Li, Suma Bhat, Pramod Viswanath
학회명: International World Wide Web Conference 2019
QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning
2020.06.10
발표자: 김사무엘
발표일자: 2020-06-10
저자: Kyunghwan Son, Daewoo Kim, Wan Ju Kang, David Hostallero, Yung Yi
학회명: ICML 2019
Revisiting Self-Supervised Visual Representation Learning
2020.06.10
발표자: 이진호
발표일자: 2020-06-10
저자: Alexander Kolesnikov, Xiaohua Zhai, Lucas Beyer
학회명: CVPR 2019
Two-Pass End-to-End Speech Recognition
2020.06.03
발표자: Henning M. Holen
발표일자: 2020-06-03
저자: Tara N. Sainath, Ruoming Pang , David Rybach, Yanzhang He, Rohit Prabhavalkar, Wei Li, Mirko Visontai, Qiao Liang, Trevor Strohman, Yonghui Wu, Ian McGraw, Chung-Cheng Chiu
학회명: INTERSPEECH 2019
Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
2020.06.03
발표자: 임지영
발표일자: 2020-06-03
저자: Felix Sattler, Klaus-Robert Muller, Member, IEEE and Wojciech Samek, Member, IEEE
학회명: arXiv 2019
YOLOv4: Optimal Speed and Accuracy of Object Detection
2020.06.03
발표자: 강석규
발표일자: 2020-06-03
저자: Alexey Bochkovskiy, Chien-Yao Wang, Hong-Yuan Mark Liao
Contrastive Multiview Coding
2020.05.27
발표자: 이원규
발표일자: 2020-05-27
저자: Yonglong Tian, Dilip Krishnan, Phillip Isola
학회명: ICML 2019
DON’T DECAY THE LEARNING RATE, INCREASE THE BATCH SIZE
2020.05.27
발표자: 조영성
발표일자: 2020-05-27
저자: Samuel L. Smith, Pieter-Jan Kindermans, Chris Ying, Quoc V. Le
학회명: ICLR 2018
Semi-Supervised Learning by Augmented Distribution Alignment
2020.05.27
발표자: 최재우
발표일자: 2020-05-27
저자: Qin Wang, Wen Li, Luc Van Gool
학회명: ICCV 2019
Multi-class Novelty Detection Using Mix-up Technique
2020.05.25
발표자: 신효정
발표일자: 2020-05-20
저자: Supritam Bhattacharjee, Devraj Mandal, Soma Biswas
학회명: Winter Conference on Applications of Computer Vision(WACV), 2020
Learning Attribute Representations with Localization for Flexible Fashion Search
2020.05.25
발표자: 홍만수
발표일자: 2020-05-20
저자: Kenan E. Ak, Ashraf A. Kassim, Joo Hwee Lim, Jo Yew Tham
학회명: CVPR 2018