2020
Learning Deep Representations by Mutual Information Estimation and Maximization
2020.03.30
발표자: 이원규
발표일자: 2020-03-25
저자: Devon Hjelm, Alex Fedorov, Samuel Lavoie-Marchildon, Karan Grewal, Phil Bachman, Adam Trischler, Yoshua Bengio
학회명: ICLR 2019
Zero-Shot Image Generation by Distilling Concepts from Multiple Captions
2020.03.30
발표자: 홍만수
발표일자: 2020-03-25
저자: K. J. Joseph, Arghya Pal, Sailaja Rajanala, Vineeth N. Balasubramanian
학회명: ICML-W 2018
Adversarial Examples Are Not Bugs,They Are Features
2020.03.30
발표자: 김누리
발표일자: 2020-03-18
저자: Ilyas, A., Santurkar, S., Tsipras, D., Engstrom, L., Tran, B., & Madry, A
학회명: NIPS 2019
Image Synthesis with a Single (Robust) Classifier
2020.03.30
발표자: 정동언
발표일자: 2020-03-18
저자: Shibani Santurkar, Dimitris Tsipras, Brandon Tran, Andrew Ilyas, Logan Engstrom, Aleksander Madry
학회명: NIPS 2019
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence
2020.03.30
발표자: 이진호
발표일자: 2020-03-11
저자: Kihyuk Sohn, David Berthelot, Chun-Liang Li, Zizhao Zhang, Nicholas Carlini, Ekin D.Cubuk, Alex Kurakin, Han Zhang, Colin Raffel
논문지: arXiv
Code Generation as a Dual Task of Code Summarization
2020.03.30
발표자: 최윤석
발표일자: 2020-03-11
저자: Bolin Wei, Ge Li, Xin Xia, Zhiyi Fu, Zhi Jin
학회명: NIPS 2019
A Simple Framework for Contrastive Learning of Visual Representations
2020.03.30
발표자: 최재우
발표일자: 2020-03-11
저자: Ting Chen, Simon Kornblith, Mohammad Norouzi, Geoffrey Hinton
논문지: arXiv
U-GAT-IT : Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation
2020.03.11
발표자: 서호용
발표일자: 2020-02-27
저자: Junho Kim*, Minjae Kim*, Hyeonwoo Kang* and Kwanghee Lee**
학회명: ICLR 2020
MirrorGAN: Learning Text-to-image Generation by Redescription
2020.03.11
발표자: Eden
발표일자: 2020-02-27
저자: Tingting Qiao1,3, Jing Zhang2,3,*, Duanqing Xu1,*, and Dacheng Tao3
학회명: CVPR 2019
Learning Correspondence from the Cycle-consistency of Time
2020.03.11
발표자: 강석규
발표일자: 2020-02-20
저자: Xiaolong Wang*, Allan Jabri**, Alexei A. Efros**
학회명: CVPR 2019 Oral
Towards Understanding Learning Representations: To What Extent Do Different Neural Networks Learn the Same Representation
2020.03.11
발표자: 전희광
발표일자: 2020-02-20
저자: Liwei Wang, Lunjia Hu, Jiayuan Gu, Yue Wu, Zhiqiang Hu,Kun He, John Hopcroft
학회명: NIPS 2018
NATURAL TTS SYNTHESIS BY CONDITIONING WAVENET ON MEL SPECTROGRAM PREDICTIONS
2020.03.11
발표자: Henning M. Holem
발표일자: 2020-02-20
저자: Jonathan Shen , Ruoming Pang , Ron J. Weiss , Mike Schuster, Navdeep Jaitly ,Zongheng Yang , Zhifeng Chen , Yu Zhang , Yuxuan Wang , RJ Skerry-Ryan , Rif A. Saurous , Yannis Agiomyrgiannakis , and Yonghui Wu
학회명: ICASSP 2018
Self-Supervised Generalisation with Meta Auxiliary Learning
2020.03.11
발표자: 홍만수
발표일자: 2020-02-05
저자: Shikun Liu, Andrew J. Davison, Edward Johns
학회명: NIPS 2019
Stand-Alone Self-Attention in Vision Models
2020.03.11
발표자: 이원규
발표일자: 2020-02-05
저자: Prajit Ramachandran, Niki Parmar, Ashish Vaswani
학회명: NIPS 2019
On the Convergence and Robustness of Adversarial Training
2020.03.11
발표자: 정동언
발표일자: 2020-01-08
저자: Yisen Wang, Xingjun Ma, James Bailey, Jinfeng Yi, Bowen Zhou, Quanquan Gu
학회명: ICML 2019
Self-Training with Noisy Student improves ImageNet classification
2020.03.11
발표자: 이진호
발표일자: 2020-01-08
저자: Qizhe Xie¹, Eduard Hovy², Minh-Thang Luong¹, Quoc V.Le¹
학회명: arXiv 2019
Learning Important Features Through Propagating Activation Differences
2020.01.06
발표자: 김유성
발표일자: 2019-12-11
저자: Avanti Shrikumar, Peyton Greenside, Anshul Kundaje
학회명: ICML 2017
Fast Online Object Tracking and Segmentation: A Unifying Approach
2020.01.06
발표자: 전희광
발표일자: 2019-12-11
저자: Qiang Wang, Li Zhang, Luca Bertinetto, Weiming Hu, Philip H.S. Torr
학회명: CVPR 2019
Zero-shot Word Sense Disambiguation using Sense Definition Embeddings
2020.01.06
발표자: Eden
발표일자: 2019-11-27
저자: Sawan Kumar, Sharmistha Jat, Karan Saxena, Partha Talukdar
학회명: ACL 2019
Knowledge Distillation by On-the-Fly Native Ensemble
2020.01.06
발표자: 서호용
발표일자: 2019-11-27
저자: Xu Lan, Xiatian Zhu, Shaogang Gong
학회명: NIPS 2018