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Lite Vision Transformer with Enhanced Self-Attention
Dec 20, 2021 · We propose Lite Vision Transformer (LVT), a novel light-weight transformer network with two enhanced self-attention mechanisms to improve the model performances for …
- Cite as: arXiv:2112.10809 [cs.CV]
See results only from arxiv.orgLightweight Vision Transformer with Cross Feature Attention
In this paper, we propose cross feature attention (XFA) to bring down computation cost for transformers, and combine efficient mobile CNNs to …
LVT-CVPR2022：具有自注意力增强的轻量级ViT - 知乎
- 论文：Lite Vision Transformer with Enhanced Self-Attention
时间：2022年 - 发表于：CVPR
paper：https://arxiv.org/abs/2112.10809
- 论文：Lite Vision Transformer with Enhanced Self-Attention
Chenglin-Yang/LVT: Lite Vision Transformer (CVPR …
We propose Lite Vision Transformer (LVT), a novel light-weight transformer network with two enhanced self-attention mechanisms to improve the model performances for mobile deployment. For the low-level features, we introduce …
We propose Lite Vision Transformer (LVT), a novel light-weight transformer network with two enhanced self-attention mechanisms to improve the model performances for mobile …
wangsr126/MAE-Lite - GitHub
Feb 28, 2025 · MAE-Lite focuses on exploring the pre-training of lightweight Vision Transformers (ViTs). This repo provide the code and models for the study in the paper.
Lightweight Vision Transformer with Cross Feature Attention
Jul 15, 2022 · In this paper, we propose cross feature attention (XFA) to bring down computation cost for transformers, and combine efficient mobile CNNs to form a novel efficient light-weight …
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Based on SCSA and CTR, following the common principles of lightweight transformer architecture design [8, 16], we propose the Spatial and Channel enhanced Attention Trans-former (SCAT).
又一个轻量级 ViT：Lite Vision Transformer with …
Dec 26, 2021 · We propose Lite Vision Transformer (LVT), a novel light-weight transformer network with two enhanced self-attention mechanisms to improve the model performances for mobile deployment. For the low-level features, we …
ViT轻量化的曙光，完美超越MobileNet和ResNet系列
Dec 26, 2021 · 因此，本文提出了Lite Vision Transformer (LVT)，这是一种新型的轻量级Transformer网络，具有两种增强的Self-Attention机制，以改善边缘部署模型的性能。 对于Low-level特征，引入了卷积自注意力 (Convolutional Self …
Lightweight Vision Transformer with Spatial and Channel …
In this paper, we introduce a novel technique called Spatial and Channel Enhanced Self-Attention (SCSA) for lightweight vision transformers. Specially, we utilize multi-head self-attention and …
A novel dual-granularity lightweight transformer for vision tasks
Sep 1, 2024 · Lite Vision Transformer (LVT) is also a lightweight ViT model that adopts lightweight structure design. It introduces Convolutional Self-Attention (CSA) and Recursive Atrous Self …
Lite Vision Transformer With Enhanced Self-Attention
We propose Lite Vision Transformer (LVT), a novel light-weight transformer network with two enhanced self-attention mechanisms to improve the model performances for mobile …
Lite Vision Transformer with Enhanced Self-Attention
Jun 1, 2022 · Vision transformers can generate global context through self-attention and also inherit the inductive bias of CNNs by spatially targeting local receptive fields within an input …
Lite Vision Transformer with Enhanced Self-Attention - Computer
We propose Lite Vision Transformer (LVT), a novel light-weight transformer network with two enhanced self-attention mechanisms to improve the model performances for mobile …
Fast Vision Transformers with HiLo Attention - NIPS
Vision Transformers (ViTs) have triggered the most recent and significant breakthroughs in computer vision. Their efficient designs are mostly guided by the indirect metric of …
DLAS: A Conceptual Model for Across-Stack Deep Learning …
Mar 21, 2025 · BERT: Pre-training of deep bidirectional transformers for language understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for …
Europe’s First Lithium Refining and Conversion Project May Soon …
Jun 8, 2022 · Technip Energies has been awarded a bankable feasibility study contract by Viridian Lithium to develop the first lithium refining and conversion plant in Europe.
Lite Vision Transformer with Enhanced Self-Attention
Dec 20, 2021 · We propose Lite Vision Transformer (LVT), a novel light-weight transformer network with two enhanced self-attention mechanisms to improve the model performances for …
Planned Lithium refining project announced near Strasbourg, France
Jul 15, 2022 · To be operational by the end of 2025, the group shows the desire to become an essential player in the production of lithium for Europe. The company located in Strasbourg …
Technip Energies Awarded a Bankable Feasibility Study Contract …
Jun 7, 2022 · Technip Energies (PARIS: TE) has been awarded a Bankable Feasibility Study (BFS) contract by Viridian Lithium for the construction of the first lithium refining and …
Jun 7, 2022 · From 2025, Viridian will reach a production capacity of 25,000 tonnes per year of battery grade lithium hydroxide with expansion phases reaching a capacity of 100,000 tonnes …
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