발표자 | 조영성 |
---|---|
발표일자 | 2022-02-22 |
저자 | Yanping Huang, Youlong Cheng, Ankur Bapna, Orhan Firat, Mia Xu Chen, Dehao Chen, HyoukJoong Lee, Jiquan Ngiam, Quoc V. Le, Yonghui Wu, Zhifeng Chen |
학회명 | |
논문지 | https://arxiv.org/abs/1811.06965 |
댓글 2
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이지형
2022.02.22 20:20
우리가 관심을 갖지 않았던 분야를 소개하였음. 우리 연구에도 필요한 개념으로 많이 활용할 수 있도록 잘 알아 둘 필요가 있음 -
윤수현
2022.02.22 20:27
Multi-GPU 환경에서의 Pipeline parallelism에 대한 소개였습니다. 실험 코드를 작성할 때에도 parallelism을 고려해야겠다는 필요성을 느끼게 되네요. 좋은 발표 감사합니다. Distributed Data parallelism 환경에서는 Batchnorm 대신 SyncBN을 사용하는데, GPipe와 같은 pipeline parallelism을 사용할 때도 학습에 변화를 주어야 하는 부분이 있을까요?
2022
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학회명: ICSE 2022
Consistent Explanations by Contrastive Learning
2022.06.29
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학회명: CVPR 2022

Large Loss Matters in Weakly Supervised Multi-Label Classification
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학회명: CVPR 2022

Improved Transformer for High-Resolution GANs
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학회명: NeurIPS 2021

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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
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학회명: Arxiv.

C2L: Causally Contrastive Learning for Robust Text Classification
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발표일자: 2022-06-15
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학회명: AAAI 2022

Effectively Leveraging Attributes for Visual Similarity
2022.06.14
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학회명: ICCV2021

CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space
2022.06.14
발표자: 양희윤
발표일자: 2022-06-14
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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
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학회명: NeurIPS2021

Large Language Models are Zero-Shot Reasoners
2022.06.10
발표자: 홍만수
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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
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학회명: NeurIPS 2019

Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast
2022.05.09
발표자: 윤수현
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학회명: CVPR 2022

Topological Attention for Time Series Forecasting
2022.05.09
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저자: Sebastian Zeng, Florian Graf, Christoph Hofer, Roland Kwitt
학회명: NeurIPS 2021