Search Results for author: Jiaqi Lin

Found 4 papers, 0 papers with code

Scaling SNNs Trained Using Equilibrium Propagation to Convolutional Architectures

no code implementations4 May 2024 Jiaqi Lin, Malyaban Bal, Abhronil Sengupta

These results are comparable to those of convergent RNNs and SNNs trained by BPTT.

VastGaussian: Vast 3D Gaussians for Large Scene Reconstruction

no code implementations27 Feb 2024 Jiaqi Lin, Zhihao LI, Xiao Tang, Jianzhuang Liu, Shiyong Liu, Jiayue Liu, Yangdi Lu, Xiaofei Wu, Songcen Xu, Youliang Yan, Wenming Yang

Existing NeRF-based methods for large scene reconstruction often have limitations in visual quality and rendering speed.

Benchmarking Spiking Neural Network Learning Methods with Varying Locality

no code implementations1 Feb 2024 Jiaqi Lin, Sen Lu, Malyaban Bal, Abhronil Sengupta

However, training SNNs is challenging due to the non-differentiable nature of the spiking mechanism.

Benchmarking

Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm

no code implementations7 Jun 2022 Aidan Good, Jiaqi Lin, Hannah Sieg, Mikey Ferguson, Xin Yu, Shandian Zhe, Jerzy Wieczorek, Thiago Serra

In this work, we study such relative distortions in recall by hypothesizing an intensification effect that is inherent to the model.

Network Pruning

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