Summary of Symdiff: Equivariant Diffusion Via Stochastic Symmetrisation, by Leo Zhang et al.
SymDiff: Equivariant Diffusion via Stochastic Symmetrisationby Leo Zhang, Kianoosh Ashouritaklimi, Yee Whye Teh, Rob CornishFirst…
Summary of Saflex: Self-adaptive Augmentation Via Feature Label Extrapolation, by Mucong Ding et al.
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolationby Mucong Ding, Bang An, Yuancheng Xu, Anirudh Satheesh,…
Summary of Taegan: Generating Synthetic Tabular Data For Data Augmentation, by Jiayu Li et al.
TAEGAN: Generating Synthetic Tabular Data For Data Augmentationby Jiayu Li, Zilong Zhao, Kevin Yee, Uzair…
Summary of Equivariant Score-based Generative Models Provably Learn Distributions with Symmetries Efficiently, by Ziyu Chen et al.
Equivariant score-based generative models provably learn distributions with symmetries efficientlyby Ziyu Chen, Markos A. Katsoulakis,…
Summary of Targeted Synthetic Data Generation For Tabular Data Via Hardness Characterization, by Tommaso Ferracci et al.
Targeted synthetic data generation for tabular data via hardness characterizationby Tommaso Ferracci, Leonie Tabea Goldmann,…
Summary of Pseudo-non-linear Data Augmentation Via Energy Minimization, by Pingbang Hu et al.
Pseudo-Non-Linear Data Augmentation via Energy Minimizationby Pingbang Hu, Mahito SugiyamaFirst submitted to arxiv on: 1…
Summary of Dropedge Not Foolproof: Effective Augmentation Method For Signed Graph Neural Networks, by Zeyu Zhang et al.
DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networksby Zeyu Zhang, Lu Li,…
Summary of Enhancing Tinybert For Financial Sentiment Analysis Using Gpt-augmented Finbert Distillation, by Graison Jos Thomas
Enhancing TinyBERT for Financial Sentiment Analysis Using GPT-Augmented FinBERT Distillationby Graison Jos ThomasFirst submitted to…
Summary of Hardcore Generation: Generating Hard Unsat Problems For Data Augmentation, by Joseph Cotnareanu et al.
HardCore Generation: Generating Hard UNSAT Problems for Data Augmentationby Joseph Cotnareanu, Zhanguang Zhang, Hui-Ling Zhen,…
Summary of Jump Diffusion-informed Neural Networks with Transfer Learning For Accurate American Option Pricing Under Data Scarcity, by Qiguo Sun et al.
Jump Diffusion-Informed Neural Networks with Transfer Learning for Accurate American Option Pricing under Data Scarcityby…