2020
Overfitting in adversarially robust deep learning
2020.10.27
발표자: 정동언
발표일자: 2020-10-23
저자: Leslie Rice, Eric Wong, J. Zico Kolter
학회명: ICML 2020
Big Self-Supervised Models are Strong Semi-Supervised Learners
2020.11.11
발표자: 박은미
발표일자: 2020-10-23
저자: Ting Chen
A NLP framework based on meaningful latent-topic detection and sentiment analysis via fuzzy lattice reasoning on youtube comments
2020.10.14
발표자: 김호승
발표일자: 2020-10-14
저자: Hamed Jelodar, Yongli Wang, Mahdi Rabbani, Sajjad Bagheri Baba Ahmadi, Lynda Boukela, Ruxin Zhao, Raja Sohail Ahmed Larik
학회명: Multimedia Tools and Applications 2020
Personalized Federated Learning for Intelligent IoT Applications: A Cloud-Edge Based Framework
2020.10.14
발표자: 조제현
발표일자: 2020-10-14
저자: QIONG WU, KAIWEN HE and XU CHEN
학회명: IEEE Open Journal of the Computer Society 2020
DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors
2020.10.14
발표자: 서호용
발표일자: 2020-10-14
저자: Sarthak Bhagat, Vishaal Udandarao, Shagun Uppal
학회명: ICML 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
2020.10.14
발표자: 이원규
발표일자: 2020-10-07
저자: Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, Armand Joulin
학회명: arXiv 2020
On Robustness and Transferability of CNN
2020.10.14
발표자: 강성규
발표일자: 2020-10-07
저자: Josip Djolonga, Jessica Yung, Michael Tschannen, Rob Romijnders, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Matthias Minderer, Alexander D’Amour, Dan Moldovan, Sylvan Gelly Neil, Houlsby, Xiaohua Zhai, Mario Lucic
학회명: arXiv 2020
Enhancing BERT for Lexical Normalization
2020.10.14
발표자: Eden
발표일자: 2020-10-07
저자: Benjamin Muller, Benoıt Sagot, Djame Seddah
학회명: ACL 5th Workshop on Noisy User-generated Text (W-NUT 2019)
Federated Semi-Supervised Learning with Inter-Client Consistency
2020.10.14
발표자: 임지영
발표일자: 2020-09-23
저자: Wonyong Jeong, Jaehong Yoon, Eunho Yang, Sung Ju Hwang
학회명: ICML 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation
2020.10.14
발표자: 조영성
발표일자: 2020-09-23
저자: Jian Liang, Dapeng Hu, Jiashi Feng
학회명: ICML 2020
Self-Supervised Prototypical Transfer Learning for Few-Shot Classification
2020.09.20
발표자: 최재우
발표일자: 2020-09-16
저자: Carlos Medina, Arnout Devos
학회명: ICML 2020
Voice Separation with an Unknown Number of Multiple Speakers
2020.09.20
발표자: Henning M. Holen
발표일자: 2020-09-16
저자: Eliya Nachmani, Yossi Adi, Lior Wolf
학회명: ICML 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
2020.09.20
발표자: 최윤석
발표일자: 2020-09-09
저자: Jingqing Zhang, Yao Zhao, Mohammad Saleh, Peter J. Liu
학회명: ICML 2020
From ImageNet to Image Classification: Contextualizing Progress on Benchmarks
2020.09.20
발표자: 김유성
발표일자: 2020-09-09
저자: Dimitris Tsipras, Shibani Santurkar, Logan Engstrom, Andrew Ilyas, Aleksander Madry
학회명: arXiv 2020
How To Backdoor Federated Learning
2020.09.20
발표자: 홍만수
발표일자: 2020-09-09
저자: Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, Deborah Estrin, Vitaly Shmatikov
학회명: AISTATS 2020
A Discriminative Feature Learning Approach for Deep Face Recognition
2020.09.20
발표자: 김누리
발표일자: 2020-09-02
저자: Wen, Yandong, et al.
학회명: ECCV 2016
transformers.zip: Compressing Transformers with Pruning and Quantization
2020.09.20
발표자: 나철원
발표일자: 2020-09-02
저자: Robin Cheong, Robel Daniel
학회명: Standford report 2019
Taskonomy: Disentangling Task Transfer Learning
2020.09.20
발표자: 김사무엘
발표일자: 2020-09-02
저자: Amir R. Zamir, Alexander Sax, William Shen, Leonidas Guibas, Jitendra Malik, Silvio Savarese
학회명: CVPR 2018 Best Paper
Active Learning of Convolutional Neural Network for Cost-Effective Wafer Map Pattern Classification
2020.08.26
발표자: 박은미
발표일자: 2020-08-26
저자: Jaewoong Shim
학회명: IEEE Transactions on Semiconductor manufacturing
Learning Loss for Active Learning
2020.08.26
발표자: 이진호
발표일자: 2020-08-26
저자: Donggeun Yoo, In So Kweon
학회명: CVPR 2019, Oral