Issues

• Training on GPUs with less than 24GB VRAM?from xty

  ICSResearch/TransCS#33 · Filter by author 1111307 opened on Dec 4, 2025

• I'd like to ask how the model balances inference speed and accuracy.

  ICSResearch/TransCS#32 · Filter by author And1chenyuanheng opened on Dec 3, 2025

• TransCS 中使用的 Transformer 架构是否考虑了跨层特征交互对压缩感知恢复的影响？如果没有，未来是否有扩展的可能性？

  ICSResearch/TransCS#31 · Filter by author imshinuohu opened on Dec 3, 2025

• How to transform complex sampling matrix multiplication (especially adaptive sampling) into efficient hardware logic?

  ICSResearch/TransCS#30 · Filter by author dyjygsg opened on Dec 3, 2025

• How to optimize data flow and memory access to match the parallel processing capabilities of FPgas?

  ICSResearch/TransCS#29 · Filter by author dyjygsg opened on Dec 3, 2025

• 训练过程中出现显存不足的问题

  ICSResearch/TransCS#28 · Filter by author flynn17625 opened on Dec 3, 2025

• 环境版本

  ICSResearch/TransCS#27 · Filter by author canxiaohua888 opened on Dec 3, 2025

• 预训练模型

  ICSResearch/TransCS#26 · Filter by author 9ancaj opened on Dec 3, 2025

• 分布式训练优化/自动并行化

  ICSResearch/TransCS#25 · Filter by author dyjygsg opened on Dec 3, 2025

• ratio 0.01

  ICSResearch/TransCS#24 · Filter by author lab-phase opened on Dec 3, 2025

• 能否给Python代码添加更详细的注释

  ICSResearch/TransCS#23 · Filter by author XiaohanSong-xhs opened on Dec 3, 2025

• 模型在推理速度和精度之间是怎么权衡的？

  ICSResearch/TransCS#22 · Filter by author jhz1011 opened on Dec 3, 2025

• 是否有脚本可将 PNG/BMP 图像批量转为符合要求的 .mat 文件？

  ICSResearch/TransCS#21 · Filter by author xuliny opened on Dec 2, 2025

• 多 GPU / 分布式训练说明

  ICSResearch/TransCS#20 · Filter by author sdwasid opened on Dec 2, 2025

• [Data Preparation] Missing script to generate the training '.h5' files from raw images?

  ICSResearch/TransCS#19 · Filter by author nikou-arch opened on Dec 2, 2025

• 缺失依赖库说明

  ICSResearch/TransCS#18 · Filter by author LucidLi opened on Dec 2, 2025

• 是否可以提供训练／推理过程中的日志 / 可视化工具 (重建结果, sampling matrix 可视化, loss / PSNR 曲线等)？

  ICSResearch/TransCS#17 · Filter by author dgknv7cdsg-sudo opened on Dec 2, 2025

• 对大尺寸／高分辨率图像 (超出训练 patch/block 大小) 的推理 / 重建有没有 patch-based／sliding-window 支持？

  ICSResearch/TransCS#16 · Filter by author LLMInferenceCo-design opened on Dec 2, 2025

• 对自定义数据 (例如灰度图 / 彩色图 /多通道 /不同通道数) 的兼容性说明是否可以补充？

  ICSResearch/TransCS#14 · Filter by author VincentZhang1030 opened on Dec 2, 2025

• I'm representing a team that works on similar problems. We have some internal tools that complement your work. Would you be interested in a brief chat about potential synergies?

  ICSResearch/TransCS#13 · Filter by author ShijieFang2001 opened on Dec 2, 2025

• 对研究可扩展性 (如动态 block size / adaptive sampling / noise robustness /不同数据域) 的讨论与指导是否可以补充？

  ICSResearch/TransCS#12 · Filter by author Uwinking opened on Dec 2, 2025

• 模型结构 (sampling matrix + Transformer + CNN hybrid) 是否可以补一个 architecture diagram /模块说明文档？

  ICSResearch/TransCS#11 · Filter by author wenbinchen154-sudo opened on Dec 2, 2025

• 是否考虑加入自动化测试 / CI (Continuous Integration) 或至少简单的 smoke test？

  ICSResearch/TransCS#10 · Filter by author 1761790781-sketch opened on Dec 2, 2025

• 是否可以提供训练／推理过程中的日志 / 可视化工具 (重建结果, sampling matrix 可视化, loss / PSNR 曲线等)？

  ICSResearch/TransCS#9 · Filter by author dgknv7cdsg-sudo opened on Dec 2, 2025

• checkpoint /模型保存与加载机制是否可以参数化 /更灵活？

  ICSResearch/TransCS#8 · Filter by author shuwu000 opened on Dec 2, 2025