| 발표자 | 김유성 |
|---|---|
| 발표일자 | 2022-02-22 |
| 저자 | Mahmoud Assran et al. |
| 학회명 | ICCV 2021 |
| 논문지 |
댓글 3
-
이지형
2022.02.22 19:38
Semi-supervised learning의 새로운 approach를 제안하였고 기존의 방법대비 좋은 결과를 보였음. 이것의 idea를 좀 더 살펴볼 필요가 있음 -
김누리
2022.02.22 20:02
다른 데이터 및 레이블 수에 대한 다양한 실험이 있었으면 좋을 것 같습니다. 현재 구조에서는 labeled sample(support sample)의 수가 적어 질 때 문제가 있을 것 같아 보입니다. -
윤수현
2022.02.22 20:30
기존 기법들의 아이디어들을 잘 조합해서 녹여내서 새로운 semi-supervised learning framework를 제안하였습니다. support sample의 zs가 (Feature) Memory Bank의 역할을 수행하는 것처럼도 보이네요. 좋은 발표 감사합니다.
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