Summary of Torchtitan: One-stop Pytorch Native Solution For Production Ready Llm Pre-training, by Wanchao Liang et al.
TorchTitan: One-stop PyTorch native solution for production ready LLM pre-trainingby Wanchao Liang, Tianyu Liu, Less…
Summary of Diffgad: a Diffusion-based Unsupervised Graph Anomaly Detector, by Jinghan Li et al.
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detectorby Jinghan Li, Yuan Gao, Jinda Lu, Junfeng Fang,…
Summary of Do Great Minds Think Alike? Investigating Human-ai Complementarity in Question Answering with Caimira, by Maharshi Gor et al.
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRAby Maharshi Gor,…
Summary of Harnessing the Power Of Noise: a Survey Of Techniques and Applications, by Reyhaneh Abdolazimi et al.
Harnessing the Power of Noise: A Survey of Techniques and Applicationsby Reyhaneh Abdolazimi, Shengmin Jin,…
Summary of Sketch to Adapt: Fine-tunable Sketches For Efficient Llm Adaptation, by Tianyi Zhang et al.
Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptationby Tianyi Zhang, Junda Su, Aditya Desai,…
Summary of Communication-efficient Federated Group Distributionally Robust Optimization, by Zhishuai Guo et al.
Communication-Efficient Federated Group Distributionally Robust Optimizationby Zhishuai Guo, Tianbao YangFirst submitted to arxiv on: 8…
Summary of Physics-informed Regularization For Domain-agnostic Dynamical System Modeling, by Zijie Huang et al.
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modelingby Zijie Huang, Wanjia Zhao, Jingdong Gao, Ziniu Hu,…
Summary of Unveiling the Backbone-optimizer Coupling Bias in Visual Representation Learning, by Siyuan Li et al.
Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learningby Siyuan Li, Juanxi Tian, Zedong Wang,…
Summary of Humvi: a Multilingual Dataset For Detecting Violent Incidents Impacting Humanitarian Aid, by Hemank Lamba et al.
HumVI: A Multilingual Dataset for Detecting Violent Incidents Impacting Humanitarian Aidby Hemank Lamba, Anton Abilov,…
Summary of Covering Numbers For Deep Relu Networks with Applications to Function Approximation and Nonparametric Regression, by Weigutian Ou et al.
Covering Numbers for Deep ReLU Networks with Applications to Function Approximation and Nonparametric Regressionby Weigutian…