2020
Objects as Points
2020.05.25
발표자: 김유성
발표일자: 2020-05-20
저자: Xingyi Zhou, Dequan Wang, Philipp Krahenbuhl
학회명: arXiv 2019
Hierarchical Attention Prototypical Networks for Few-Shot Text Classification
2020.05.18
발표자: 나철원
발표일자: 2020-05-12
저자: Shengli Sun, Qingfeng Sun, Kevin Zhou,Tengchao Lv
학회명: EMNLP-IJCNLP 2019
Metric Learning for Adversarial Robustness
2020.05.18
발표자: 김누리
발표일자: 2020-05-12
저자: Mao, Chengzhi, et al
학회명: Advances in Neural Information Processing Systems. 2019
IMPROVING THE GENERALIZATION OF ADVERSARIAL TRAINING WITH DOMAIN ADAPTATION
2020.05.18
발표자: 정동언
발표일자: 2020-05-12
저자: Chuanbiao Song, Kun He, Liwei Wang, John E. Hopcroft
학회명: ICLR 2019
ELECTRA: Pre-Training Text Encoders As Discriminators Rather Than Generators
2020.05.07
발표자: 최윤석
발표일자: 2020-05-06
저자: Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning
학회명: ICLR 2020
Supervised Contrastive Learning
2020.05.07
발표자: 이진호
발표일자: 2020-05-06
저자: Prannay Khosla, Piotr Teterwak, Chen Wang, Aaron Sarna, Yonglong Tian, Phillip Isola, Aaron Maschinot, Ce Liu
학회명: Arxiv 2020
Longformer : The Long-Document Transformer
2020.04.23
발표자: 김호승
발표일자: 2020-04-23
저자: Iz Beltagy, Matthew E.Peters, Arman Cohan
학회명: arXiv 2020
ALBERT: A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS
2020.04.23
발표자: 조제현
발표일자: 2020-04-23
저자: Zhenzhong Lan, Mingda Chen, Sebastian Goodman, Kevin Gimpel, Piyush Sharma, Radu Soricut
학회명: ICLR 2020
Unsupervised Pre-Training of Image Features on Non-Curated Data
2020.04.23
발표자: 전희광
발표일자: 2020-04-23
저자: Mathilde Caron, Piotr Bojanowski, Julien Mairal, Armand Joulin
학회명: ICCV 2019
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning
2020.04.14
발표자: Eden
발표일자: 2020-04-14
저자: Julian Eisenschlos, Sebastian Ruder, Piotr Czapla, Marcin Kardas, Sylvain Gugger, Jeremy Howard
학회명: EMNLP-IJCNLP 2019
Emerging Disentanglement in Auto-Encoder based Unsupervised Image Content Transfer
2020.04.14
발표자: 서호용
발표일자: 2020-04-14
저자: Ori Press, Tomer Galanti, Sagie Benaim and Lior Wolf
학회명: ICLR 2019
Actor-Attention-Critic for Multi-Agent Reinforcement Learning
2020.04.14
발표자: 김사무엘
발표일자: 2020-04-14
저자: Shariq Iqbal, Fei Sha
학회명: ICML 2019
Self-Supervised Learning of Pretext-Invariant Representations
2020.04.09
발표자: 강석규
발표일자: 2020-04-08
저자: Ishan Misra, Laurens van der Maaten
학회명: arXiv 2019
Self-Supervised Learning of Face Representation for Video Face Clustering
2020.04.09
발표자: 임지영
발표일자: 2020-04-08
저자: Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz and Rainer Stiefelhagen
학회명: IEEE International Conference on Automatic Face & Gesture Recognition 2019
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis
2020.04.09
발표자: Henning M. Holen
발표일자: 2020-04-08
저자: Ye Jia∗, Yu Zhang∗, Ron J. Weiss∗ , Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen Patrick Nguyen, Ruoming Pang, Ignacio Lopez Moreno, Yonghui Wu
학회명: NIPS 2018
Self-Imitation Learning
2020.04.09
발표자: 조영성
발표일자: 2020-04-01
저자: Junhyuk Oh, Yijie Guo, Satinder Singh, Honglak Lee
학회명: ICML 2018
Automatic Shortcut Removal for Self-Supervised Representation Learning
2020.04.09
발표자: 최재우
발표일자: 2020-04-01
저자: Matthias Minderer, Olivier Bachem, Neil Houlsby, Michael Tschannen
학회명: arXiv 2020
Can You Trust Your Model’s Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift
2020.04.09
발표자: 신효정
발표일자: 2020-04-01
저자: Yaniv Ovadia, Emily Fertig, Jie Ren, Zachary Nado, D Sculley, Sebastian Nowozin, Joshua V. Dillon, Jasper Snoek, Balaji Lakshminarayanan
학회명: Advances in Neural Information Processing Systems, 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
Interpretable and Fine-Grained Visual Explanations for Convolution Neural Networks
2020.03.30
발표자: 김유성
발표일자: 2020-03-25
저자: Jorg Wagner, Jan Mathias Kohler, Tobias Gindele, Leon Hetzel, Jakob Thaddaus Wiedemer, Sven Behnke
학회명: CVPR 2019