We introduce a novel MLP-like model designed for superior efficiency and zero-shot robustness. Specifically, we propose an adaptive fully-connected (AdaFC) layer to overcome the fundamental limitation of traditional fully-connected layers in adapting to inputs of various sizes while maintaining GPU ...
GraphMLP incorporates the graph structure of human bodies into an MLP model to meet the domain-specific demand of the 3D human pose, while allowing for both local and global spatial interactions. Furthermore, we propos...
changzy00 / pytorch-attention Public Notifications You must be signed in to change notification settings Fork 42 Star 422 🦖Pytorch implementation of popular Attention Mechanisms, Vision Transformers, MLP-Like models and CNNs.🔥🔥🔥 License MIT license ...
Replace DATA_DIR with your imagenet validation set path and MODEL_DIR with the checkpoint path CUDA_VISIBLE_DEVICES=0 bash eval.sh /path/to/imagenet/val /path/to/checkpoint Training Command line for training on 8 GPUs (V100) CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 ./distributed_train....
spatial convolutions or attention mechanisms, Vision Permutator achieves 81.5% top-1 accuracy on ImageNet without extra large-scale training data (e.g., ImageNet-22k) using only 25M learnable parameters, which is much better than most CNNs and vision transformers under the same model size ...
I happen to love dragons in a way that isn't obsiseve or untented to. They just look cool and breath fire and ice and stuff like that. I decided to become a brony because the show had dragons. So i'll leave this up to you, do you like dragons?
Digital Deformable Model Simulating Active Contours Deformable models are continuous energy-minimizing techniques that have been successfully applied to image segmentation and tracking since twenty years. This paper defines a novel purely digital deformable model (DDM), whose internal ene... Franois de Vi...
This representation enables the model to effectively process arbitrary-length sequences with negligible computational cost gains. 展开 关键词: 3D human pose estimation Multi-layer perceptron Graph convolutional network DOI: 10.1016/j.patcog.2024.110925 年份: 2025 ...
Furthermore, we utilize the SHAP (SHapley Additive exPlanations) method to interpret our model predictions, identifying the microbial features that are associated with diseases.doi:10.1186/s12859-024-05856-wJiang, CongYang, JianPeng, Xiaogang
YAP-dependent necrosis occurs in early stages of Alzheimer's disease and regulates mouse model pathology Here we examine AD mouse models with an original marker, myristoylated alanine-rich C-kinase substrate phosphorylated at serine 46 (pSer46-MARCKS), and ... H Tanaka,H Homma,K Fujita,... ...