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https://jmlr.org/papers/v26/22-0664.html Scaling ResNets in the Large-depth Regime in the large scaling resnets depth regime https://openreview.net/forum?id=HJxEhREKDH On the Global Convergence of Training Deep Linear ResNets | OpenReview Under certain condition on the input and output linear transformations, both GD and SGD can achieve global convergence for training deep linear ResNets. on the global convergence training deep linear https://openreview.net/forum?id=kXf5CfXBbU Generalization Guarantees of Deep ResNets in the Mean-Field Regime | OpenReview Despite the widespread empirical success of ResNet, the generalization ability of deep ResNet is rarely explored beyond the lazy-training regime. In this work,... in the mean field generalization guarantees deep https://research.google/pubs/multitask-vocal-burst-modeling-with-resnets-and-pre-trained-paralinguistic-conformers/ Multitask vocal burst modeling with ResNets and pre-trained paralinguistic Conformers multitask vocal burst modeling https://wandb.ai/wandb_fc/articles/reports/Exploring-ResNets-With-W-B--Vmlldzo1NDQyMDk0 Exploring ResNets With W&B Sep 19, 2023 - In this post we implement residual neural networks from scratch, explore the underlying architecture and the theory behind skip connections. exploring resnets w b https://openreview.net/forum?id=IX3Nnir2omJ Characterizing signal propagation to close the performance gap in unnormalized ResNets | OpenReview Batch Normalization is a key component in almost all state-of-the-art image classifiers, but it also introduces practical challenges: it breaks the... signal propagation the performance https://openreview.net/forum?id=tMzPZTvz2H&referrer=%5Bthe%20profile%20of%20Fanghui%20Liu%5D(%2Fprofile%3Fid%3D~Fanghui_Liu1) Generalization of Scaled Deep ResNets in the Mean-Field Regime | OpenReview Despite the widespread empirical success of ResNet, the generalization properties of deep ResNet are rarely explored beyond the lazy training regime. In this... in the mean field generalization scaled deep https://openreview.net/forum?id=tMzPZTvz2H Generalization of Scaled Deep ResNets in the Mean-Field Regime | OpenReview Despite the widespread empirical success of ResNet, the generalization properties of deep ResNet are rarely explored beyond the lazy training regime. In this... in the mean field generalization scaled deep