2021

WORD TRANSLATION WITHOUT PARALLEL DATA
2021.08.18
발표자: 고설준     발표일자: 2021-08-18     저자: Alexis Conneau∗ † ‡ , Guillaume Lample∗ † § , Marc’Aurelio Ranzato† , Ludovic Denoyer§ , Herve J ´ egou ´ †     학회명: ICLR 2018    

Class-Imbalanced Semi-Supervised Learning
2021.08.11
발표자: 김누리     발표일자: 2021-08-11     저자: Hyun, Minsung, Jisoo Jeong, and Nojun Kwak.     학회명: arXiv preprint arXiv:2002.06815 (2020).    

DISTRIBUTED PRIORITIZED EXPERIENCE REPLAY
2021.08.11
발표자: 길창배     발표일자: 2021-08-11    

Interactive Self-Training with Mean Teachers for Semi-supervised Object Detection
2021.08.11
발표자: 김유성     발표일자: 2021-08-11     학회명: CVPR 2021    

Deep High-Resolution Representation Learning for Human Pose Estimation
2021.08.11
발표자: 배현재     발표일자: 2021-08-11     저자: Ke Sun, Bin Xiao, Dong Liu, Jingdong Wang     학회명: CVPR 2019    

Alleviating Cold Start Problems in Recommendation through pseudo labelling over knowledge graph
2021.08.04
발표자: 김가형     발표일자: 2021-08-04     저자: Riku Togashi, Mayu Otani, Shin'ichi Satoh     학회명: WSDM 2021    

Retrieval-Augmented Generation for Code Summarization Via Hybrid GNN
2021.08.04
발표자: 최윤석     발표일자: 2021-08-04     저자: Shangqing Liu, Yu Chen, Xiaofei Xie, Jingkai Siow, Yang Liu     학회명: ICLR 2021    

USAD: UnSupervised Anomaly Detection on Multivariate Time Series
2021.08.04
발표자: 신효정     발표일자: 2021-08-04     저자: Julien Audibert , Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A Zuluaga     학회명: KDD '20    

STRUCTURED PREDICTION AS TRANSLATION BETWEEN AUGMENTED NATURAL LANGUAGES
2021.08.04
발표자: 김호승     발표일자: 2021-08-04     저자: Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, RISHITA ANUBHAI, Cicero Nogueira dos Santos, Bing Xiang, Stefano Soatto, Amazon Web Services     학회명: ICLR2021    

Unified Pre-training for Program Understanding and Generation (PLBART)
2021.08.04
발표자: 김사무엘     발표일자: 2021-08-04     저자: Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang     학회명: NAACL 2021    

Improved Representation Learning for Session-based Recommendation
2021.08.04
발표자: 양희윤     발표일자: 2021-08-04     저자: Sai Mitheran, Abhinav Java, Surya Kant Sahu, Arshad Shaikh     학회명: arXiv 2021    

about confidence calibration
2021.07.29
발표자: 강석규     발표일자: 2021-07-29     저자: Chuan Guo, Geoff Pleiss, Yu Sun, Kilian Q. Weinberger     학회명: ICLR2017    

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances
2021.07.29
발표자: 강용훈     발표일자: 2021-07-29     저자: JiHoon Tack, Sangwoo Mo, Jongheon Jeong, Jinwoo Shin     학회명: NIPS 2020    

Data-Free Knowledge Distillation for Heterogeneous Federated Learning
2021.07.29
발표자: 임지영     발표일자: 2021-07-29     저자: Zhuangdi Zhu     학회명: ICML 2021    

CondenseNet V2: Sparse Feature Reactivation for Deep Networks
2021.07.21
발표자: 홍만수     발표일자: 2021-07-21     저자: Le Yang, Haojun Jiang, Ruojin Cai, Yulin Wang, Shiji Song, Gao Huang, Qi Tain     학회명: CVPR 2021    

Bayesian Deep Learning and a Probabilistic Perspective of Generalization
2021.07.21
발표자: 박은미     발표일자: 2021-07-21     저자: Adrew Golden wilson     학회명: NeurIPS_2020    

SSD : A Unified Framework for Self-Supervised Outlier Detection
2021.07.21
발표자: 노순철     발표일자: 2021-07-21     저자: Vikash Sehwag, Mung Chiang, Prateek Mittal     학회명: ICLR2021    

Focal Self-attention for Local-Global Interactions in Vision Transformers
2021.07.21
발표자: 윤수현     발표일자: 2021-07-21     저자: Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao     학회명: arXiv 2021    

NEVER GIVE UP: LEARNING DIRECTED EXPLORATION STRATEGIES
2021.07.14
발표자: 채경훈     발표일자: 2021-07-14     저자: Adrià Puigdomènech Badia∗ Pablo Sprechmann∗ Alex Vitvitskyi Daniel Guo Bilal Piot Steven Kapturowski Olivier Tieleman Martín Arjovsky Alexander Pritzel Andew Bolt Charles Blundell     학회명: ICLR    

The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks
2021.07.14
발표자: 조영성     발표일자: 2021-07-14     저자: Nicholas Carlini 외     학회명: USENIX Security Symposium 2019