2021
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
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
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
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
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
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
about confidence calibration
2021.07.29
발표자: 강석규
발표일자: 2021-07-29
저자: Chuan Guo, Geoff Pleiss, Yu Sun, Kilian Q. Weinberger
학회명: ICLR2017
Data-Free Knowledge Distillation for Heterogeneous Federated Learning
2021.07.29
발표자: 임지영
발표일자: 2021-07-29
저자: Zhuangdi Zhu
학회명: ICML 2021
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
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
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
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
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
CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation
2021.07.14
발표자: 나철원
발표일자: 2021-07-14
저자: Tianlu Wang , Xuezhi Wang, Yao Qin, Ben Packer, Kang Lee, Jilin Chen, Alex Beutel, Ed Chi
학회명: EMNLP 2020
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
Consistency-based Semi-supervised Learning for Object Detection
2021.06.30
발표자: 김유성
발표일자: 2021-06-30
저자: Jisoo Jeong, Seungeui Lee, Jeesoo Kim, Nojun Kwak
학회명: NeurIPS 2019
FixBi : Bridging Domain Spaces for Unusupervised Domain Adaptation
2021.06.30
발표자: 이진섭
발표일자: 2021-06-30
저자: Jaemin Na , Heechul Jung , Hyung Jin Chang , and Wonjun Hwang
학회명: CVPR 2021
LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer
2021.06.30
발표자: Eden
발표일자: 2021-06-30
저자: Machel Reid, Victor Zhong
학회명: ACL-IJCNLP 2021 (Findings)
MINILM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers
2021.06.30
발표자: 신재민
발표일자: 2021-06-30
저자: Wenhui Wang, Furu Wei, Li Dong, Hangbo Bao, Nan Yang, Ming Zhou
학회명: NeurIPS 2020