2021
SIT3: Code Summarization with Structure-Induced Transformer
2021.05.13
발표자: 최윤석
발표일자: 2021-05-13
저자: Hongqiu Wu, Hai Zhao, Min Zhang
Gradient-based Adversarial Attacks against Text Transformers
2021.05.13
발표자: 김사무엘
발표일자: 2021-05-13
저자: Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, Douwe Kiela
Do ImageNet Classifiers Generalize to ImageNet?
2021.04.28
발표자: 조영성
발표일자: 2021-04-28
저자: Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt, Vaishaal Shankar
학회명: International Conference on Machine Learning
Unsupervised Text Style Transfer with Padded Masked Language Models
2021.04.28
발표자: Eden
발표일자: 2021-04-28
저자: Eric Malmi, Aliaksei Severyn, Sascha Rothe
학회명: EMNLP 2020
an Alternative Approach to Efficient Ensemble and Lifelong Learning
2021.04.28
발표자: 강석규
발표일자: 2021-04-28
저자: Yeming Wen, Dustin Tran, Jimmy Ba
학회명: ICLR2020
Continual Local Training for Better Initialization of Federated Models, Overcoming Forgetting in Federated Learning on Non-IID Data
2021.04.28
발표자: 강용훈
발표일자: 2021-04-28
저자: *Xin Yao, Lifeng Sun **Neta Shoham , Tomer Avidor , Aviv Keren , Nadav Israel , Daniel Benditkis , Liron Mor-Yosef , Itai Zeitak
학회명: ICIP 2020, NIPS2019 Workshop
High-Performance Large-Scale Image Recognition Without Normalization
2021.04.21
발표자: 박은미
발표일자: 2021-04-21
저자: Andrew Brock
FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks
2021.04.21
발표자: 김가형
발표일자: 2021-04-21
저자: Chaoyang He & Keshav Balasubramanian & Emir Ceyani ∗
학회명: ICLR 2021, MLsys 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
2021.04.07
발표자: 윤수현
발표일자: 2021-04-07
저자: Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo
학회명: arXiv 2021
BERT-ATTACK: Adversarial Attack Against BERT Using BERT
2021.04.07
발표자: 나철원
발표일자: 2021-04-07
저자: Linyang Li, Routian Ma, Qipeng Guo, Xiangyang Xue, Xipeng Qiu
학회명: EMNLP 2020
Detecting Out-of-Distribution Examples with Gram Matrices
2021.04.07
발표자: 노순철
발표일자: 2021-04-07
저자: Chandramouli S. Sastry, Sageev Oore 1
학회명: ICML2020
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