Summary of Physics-informed Diffusion Models, by Jan-hendrik Bastek et al.
Physics-Informed Diffusion Modelsby Jan-Hendrik Bastek, WaiChing Sun, Dennis M. KochmannFirst submitted to arxiv on: 21…
Summary of Tackling Noisy Labels with Network Parameter Additive Decomposition, by Jingyi Wang et al.
Tackling Noisy Labels with Network Parameter Additive Decompositionby Jingyi Wang, Xiaobo Xia, Long Lan, Xinghao…
Summary of Bilora: a Bi-level Optimization Framework For Overfitting-resilient Low-rank Adaptation Of Large Pre-trained Models, by Rushi Qiang et al.
BiLoRA: A Bi-level Optimization Framework for Overfitting-Resilient Low-Rank Adaptation of Large Pre-trained Modelsby Rushi Qiang,…
Summary of Generalizable and Stable Finetuning Of Pretrained Language Models on Low-resource Texts, by Sai Ashish Somayajula et al.
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Textsby Sai Ashish Somayajula, Youwei…
Summary of One-step Image Translation with Text-to-image Models, by Gaurav Parmar et al.
One-Step Image Translation with Text-to-Image Modelsby Gaurav Parmar, Taesung Park, Srinivasa Narasimhan, Jun-Yan ZhuFirst submitted…
Summary of Causality-aware Spatiotemporal Graph Neural Networks For Spatiotemporal Time Series Imputation, by Baoyu Jing et al.
Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputationby Baoyu Jing, Dawei Zhou, Kan…
Summary of Understanding the Double Descent Phenomenon in Deep Learning, by Marc Lafon and Alexandre Thomas
Understanding the Double Descent Phenomenon in Deep Learningby Marc Lafon, Alexandre ThomasFirst submitted to arxiv…
Summary of Few-shot Class Incremental Learning with Attention-aware Self-adaptive Prompt, by Chenxi Liu et al.
Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Promptby Chenxi Liu, Zhenyi Wang, Tianyi Xiong, Ruibo…
Summary of Soften to Defend: Towards Adversarial Robustness Via Self-guided Label Refinement, by Daiwei Yu and Zhuorong Li and Lina Wei and Canghong Jin and Yun Zhang and Sixian Chan
Soften to Defend: Towards Adversarial Robustness via Self-Guided Label Refinementby Daiwei Yu, Zhuorong Li, Lina…
Summary of Unknown Domain Inconsistency Minimization For Domain Generalization, by Seungjae Shin et al.
Unknown Domain Inconsistency Minimization for Domain Generalizationby Seungjae Shin, HeeSun Bae, Byeonghu Na, Yoon-Yeong Kim,…