最近,Vision Transformer在恢复低分辨率序列中缺失的细节方面取得了巨大成功,即视频超分辨率(VSR)任务。尽管在VSR准确性方面具有优势,但Transformer基础的VSR模型的巨大计算负担以及巨大的内存占用使其难以部署在受限设备上。在本文中,我们通过提出一种新颖的特征级掩码处理框架来解决上述问题:使用掩码的内部和跨帧注意力的V...
清华大学提出FLatten Transformer,兼顾低计算复杂度和高性能,发表于ICCV2023 高效Masked Image Modeling特征融合策略,代码已开源!上海AI实验室和港中文联合提出 CV计算机视觉每日开源代码Paper with code速览-2023.11.13 CV计算机视觉每日开源代码Paper with code速览-2023.11.10 CV计算机视觉每日开源代码Paper with code速览...
In this work, we study the robustness of the Vision Transformer (ViT) against common corruptions and perturbations, distribution shifts, and natural adversarial examples. We use six different diverse ImageNet datasets concerning robust classification to conduct a comprehensive performance comparison of ViT...
2023.01: We have refactor the structure of this codebase, supportingmost, if not any, vision transformer backbones with various input resolutions. Checkout our implementation of GreenMIM with Twins Transformerhere. Catalogs Pre-trained checkpoints ...
图源：《Pale Transformer: A General Vision Transformer Backbone with Pale-ShapedAttention》可以发现炼丹...
Code: https://github.com/zqh0253/BerfScene 8)3D Object Detection | 三维目标检测 PTT: Point-Trajectory Transformer for Efficient Temporal 3D Object Detection Paper: https://arxiv.org/pdf/2312.08371.pdf Code: https://github.com/KuanchihHuang/PTT ...
自己也做一些多模态视频相关的工作,可以说近几年多模态融合发展还是很快的,特别是Transformer结构结构横空出世之后,一系列基于Transformer的算法涌现出来。拿自己的工作来说,多模态融合一共分为三个阶段。 第一个阶段是比较简单的《Learnable pooling with Context Gating for video classification》中的Context Gating 结构...
《Swin Transformer: Hierarchical Vision Transformer using Shifted Windows》作为2021 ICCV最佳论文，屠榜...
Code: https://github.com/zqh0253/BerfScene 8)3D Object Detection | 三维目标检测 PTT: Point-Trajectory Transformer for Efficient Temporal 3D Object Detection Paper: https://arxiv.org/pdf/2312.08371.pdf Code: https://github.com/KuanchihHuang/PTT ...
Code: https://github.com/zqh0253/BerfScene 8)3D Object Detection | 三维目标检测 PTT: Point-Trajectory Transformer for Efficient Temporal 3D Object Detection Paper: https://arxiv.org/pdf/2312.08371.pdf Code: https://github.com/KuanchihHuang/PTT ...