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PolyCL: Contrastive Learning for Polymer Representation Learning via
  Explicit and Implicit Augmentations

PolyCL: Contrastive Learning for Polymer Representation Learning via Explicit and Implicit Augmentations

14 August 2024
Jiajun Zhou
Yijie Yang
Austin M. Mroz
Kim E. Jelfs
    SSL
ArXivPDFHTML

Papers citing "PolyCL: Contrastive Learning for Polymer Representation Learning via Explicit and Implicit Augmentations"

6 / 6 papers shown
Title
Multi-modal cascade feature transfer for polymer property prediction
Multi-modal cascade feature transfer for polymer property prediction
Kiichi Obuchi
Yuta Yahagi
Kiyohiko Toyama
Shukichi Tanaka
Kota Matsui
40
0
0
06 May 2025
polyBERT: A chemical language model to enable fully machine-driven
  ultrafast polymer informatics
polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics
Christopher Kuenneth
R. Ramprasad
26
99
0
29 Sep 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View
  Generators
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators
Yihang Yin
Qingzhong Wang
Siyu Huang
Haoyi Xiong
Xiang Zhang
35
141
0
21 Sep 2021
A Study of the Generalizability of Self-Supervised Representations
A Study of the Generalizability of Self-Supervised Representations
Atharva Tendle
Mohammad Rashedul Hasan
62
26
0
19 Sep 2021
Multilingual Molecular Representation Learning via Contrastive
  Pre-training
Multilingual Molecular Representation Learning via Contrastive Pre-training
Zhihui Guo
P. Sharma
Andy Martinez
Liang Du
Robin Abraham
38
29
0
18 Sep 2021
Mutual Contrastive Learning for Visual Representation Learning
Mutual Contrastive Learning for Visual Representation Learning
Chuanguang Yang
Zhulin An
Linhang Cai
Yongjun Xu
VLM
SSL
91
74
0
26 Apr 2021
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