발표자 | 윤수현 |
---|---|
발표일자 | 2022-03-04 |
저자 | Ye Huang, Di Kang, Wenjing Jin, *Xiangjian He, Liu Liu |
학회명 | AAAI 2022 |
논문지 |
댓글 2
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이지형
2022.03.04 16:36
기존의 접근 방법의 문제점을 해결하고자 하는 것으로 흥미로운 부분이 있음 -
홍만수
2022.03.04 17:10
Channelized Axial Attention이 Spatial Attention -> Axial Attention에 Channel-wise Attention을 섞어서 각자의 장점을 살리고자 한 시도로 보입니다. Semantic Segmentation 태스크는 잘 몰랐는데 Spatial Attention과 Channel-wise Attention이 서로 충돌하기 때문에 구상한 기법이란게 인상 깊습니다.
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