Summary of Dfa-gnn: Forward Learning Of Graph Neural Networks by Direct Feedback Alignment, By Gongpei Zhao et al.
DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignmentby Gongpei Zhao, Tao Wang,…
Summary of Deep Learning Without Weight Symmetry, by Li Ji-an et al.
Deep Learning without Weight Symmetryby Li Ji-An, Marcus K. BennaFirst submitted to arxiv on: 31…
Summary of Gradient Guided Hypotheses: a Unified Solution to Enable Machine Learning Models on Scarce and Noisy Data Regimes, by Paulo Neves et al.
Gradient Guided Hypotheses: A unified solution to enable machine learning models on scarce and noisy…
Summary of Matrix Manifold Neural Networks++, by Xuan Son Nguyen and Shuo Yang and Aymeric Histace
Matrix Manifold Neural Networks++by Xuan Son Nguyen, Shuo Yang, Aymeric HistaceFirst submitted to arxiv on:…
Summary of Asymmetrical Estimator For Training Encapsulated Deep Photonic Neural Networks, by Yizhi Wang et al.
Asymmetrical estimator for training encapsulated deep photonic neural networksby Yizhi Wang, Minjia Chen, Chunhui Yao,…
Summary of Modl: Multilearner Online Deep Learning, by Antonios Valkanas et al.
MODL: Multilearner Online Deep Learningby Antonios Valkanas, Boris N. Oreshkin, Mark CoatesFirst submitted to arxiv…
Summary of 2bp: 2-stage Backpropagation, by Christopher Rae et al.
2BP: 2-Stage Backpropagationby Christopher Rae, Joseph K. L. Lee, James RichingsFirst submitted to arxiv on:…
Summary of Pretraining with Random Noise For Fast and Robust Learning Without Weight Transport, by Jeonghwan Cheon et al.
Pretraining with Random Noise for Fast and Robust Learning without Weight Transportby Jeonghwan Cheon, Sang…
Summary of Thinking Forward: Memory-efficient Federated Finetuning Of Language Models, by Kunjal Panchal et al.
Thinking Forward: Memory-Efficient Federated Finetuning of Language Modelsby Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun…
Summary of Adjointdeis: Efficient Gradients For Diffusion Models, by Zander W. Blasingame and Chen Liu
AdjointDEIS: Efficient Gradients for Diffusion Modelsby Zander W. Blasingame, Chen LiuFirst submitted to arxiv on:…