2022

Rep VGG: Making VGG-style ConvNet Again
2022.07.14
발표자: 장성인     발표일자: 2022-07-13     저자: Xiaohan Ding     학회명: CVPR    

Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation
2022.07.13
발표자: 윤수현     발표일자: 2022-07-13     저자: Yuyuan Liu, Yu Tian, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro     학회명: CVPR 2022    

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
2022.07.13
발표자: 나철원     발표일자: 2022-07-13     저자: Yue Wang, Weishi Wang, Shafiq Joty, and Steven C.H. Hoi     학회명: EMNLP 2021    

On the Evaluation of Neural Code Summarization
2022.06.29
발표자: 최윤석     발표일자: 2022-06-29     저자: Ensheng Shi; Yanlin Wang; Lun Du; Junjie Chen; Shi Han; Hongyu Zhang; Dongmei Zhang; Hongbin Sun     학회명: ICSE 2022    

Consistent Explanations by Contrastive Learning
2022.06.29
발표자: 김누리     발표일자: 2022-06-29     저자: Pillai, Vipin, et al.     학회명: CVPR 2022    

Large Loss Matters in Weakly Supervised Multi-Label Classification
2022.06.29
발표자: 송경렬     발표일자: 2022-06-29     저자: Youngwook Kim1* , Jae Myung Kim2*, Zeynep Akata2,3,4, Jungwoo Lee1,5     학회명: CVPR 2022    

Improved Transformer for High-Resolution GANs
2022.06.22
발표자: 신재민     발표일자: 2022-06-22     저자: Long Zhao     학회명: NeurIPS 2021    

Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection
2022.06.22
발표자: 지혜림     발표일자: 2022-06-22     저자: Dong Gong1 , Lingqiao Liu1 , Vuong Le2 , Budhaditya Saha2 , Moussa Reda Mansour3 , Svetha Venkatesh2 , Anton van den Hengel     학회명: ICCV 2019    

Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation?
2022.06.22
발표자: 임지영     발표일자: 2022-06-22     학회명: CVPR 2022    

Contrast Learning Visual Attention for Multi Label Classification
2022.06.15
발표자: 이진섭     발표일자: 2022-06-15     저자: Son D.Dao, Ethan Zhao, Dinh Phung, Jianfei Cai     학회명: Arxiv.    

C2L: Causally Contrastive Learning for Robust Text Classification
2022.06.15
발표자: 김효준     발표일자: 2022-06-15     저자: Seungtaek Choi, Myeongho Jeong, Hojae Han, Seung won Hwang     학회명: AAAI 2022    

Effectively Leveraging Attributes for Visual Similarity
2022.06.14
발표자: 박은미     발표일자: 2022-06-14     저자: Samarth Mishra, Zhongping Zhang, Yuan Shen, Ranjitha Kumar, Venkatesh Saligrama, Bryan Plummer     학회명: ICCV2021    

CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space
2022.06.14
발표자: 양희윤     발표일자: 2022-06-14     저자: Yupeng Hou, Binbin Hu, Zhipiang Zhang, Wayne Xin Zhao     학회명: SIGIR 2022    

FedPara: Low-rank Hadamard Product for Communication-Efficient Federated Learning
2022.06.09
발표자: 강용훈     발표일자: 2022-06-10     저자: Nam Hyeon-Woo, Moon Ye-Bin, Tae-Hyun Oh     학회명: ICLR 2022    

Do Vision Transformers See Like Convolutional Neural Networks?
2022.06.10
발표자: 안재한     발표일자: 2022-06-10     저자: Maithra Raghu, Thomas Unterthiner, Simon Kornblith, Chiyuan Zhang, Alexey Dosovitskiy     학회명: NeurIPS2021    

Large Language Models are Zero-Shot Reasoners
2022.06.10
발표자: 홍만수     발표일자: 2022-06-10     저자: Takeshi Kojima, Shixiang Shane Gu, Machel Reid, Yutaka Matsuo, Yusuke Iwasawa    

When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation
2022.05.09
발표자: 김호승     발표일자: 2022-05-09     학회명: ACL2022    

Likelihood Ratios for Out-of-Distribution Detection
2022.05.09
발표자: 노순철     발표일자: 2022-05-09     저자: Jie Ren, et al.     학회명: NeurIPS 2019    

Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast
2022.05.09
발표자: 윤수현     발표일자: 2022-05-09     저자: Ye Du, Zehua Fu, Qingjie Liu*, Yunhong Wang     학회명: CVPR 2022    

Topological Attention for Time Series Forecasting
2022.05.09
발표자: 신효정     발표일자: 2022-05-09     저자: Sebastian Zeng, Florian Graf, Christoph Hofer, Roland Kwitt     학회명: NeurIPS 2021