Posts
All the articles I've posted.
ConvUNeXt:An efficient convolution neural network for medical image segmentation
Updated: at 14:57Published: at 15:59ConvNext + UNet，发在一个C刊上，借鉴学习一下，想想我的模块怎么设计。
Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks
Updated: at 14:57Published: at 15:23NIPS2024。主要研究的是静态任务中，推理前膜电位初始值设置对精度的影响。
ConvNext V2: Co-designing and Scaling ConvNets with Masked Autoencoders
Updated: at 14:57Published: at 06:05ConvNext续作，引入了MAE。
A ConvNet for the 2020s
Updated: at 14:57Published: at 15:22CVPR2022。Meta的工作，在ViT相关工作占视觉大头的情况下重构纯卷积的网络，并且取得了很好的效果。
Were RNNs All We Needed?
Updated: at 15:06Published: at 16:07改进RNN，便于scale up
SparseRT: Accelerating Unstructured Sparsity on GPUs for Deep Learning Inference
Updated: at 15:06Published: at 14:18GPU上做MM相关的算子生成，利用load balancing和稀疏做加速，根据model生成PTX代码
VPRTempo: A Fast Temporally Encoded Spiking Neural Network for Visual Place Recognition
Updated: at 15:06Published: at 15:34ICRA2024的论文，用Temporal Encoding的STDP Direct Training的SNN做场景识别的任务。太简单了
Memory-Efficient Reversible Spiking Neural Networks
Updated: at 15:06Published: at 14:35通过设计提高训练速度，降低显存占用的工作。
SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding
Updated: at 15:06Published: at 16:40SNN+Mamba完成TVG时序视频定位任务，哈工大和北大的工作。
Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection
Updated: at 15:06Published: at 12:46SpikeYOLO，中科院自动化所的工作，ECCV2024 Oral