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TransCS: A Transformer-Based Hybrid Architecture for Image Compressed Sensing

active 2024-01-212026-01-15 (UTC)

Partial coverage17,523 / 22,491 hourly files (78%) · 2 absent upstream · 4,967 failed, retryable2024-01-182026-08-12 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
38
Pushes
14
Pull requests
0
Issues
7
Stars
15
Forks
2

Activity over time

Daily event counts in the loaded window

Line chart, 726 days from 2024-01-21 to 2026-01-15. Pushes: 14 total, peak 13 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 7 total, peak 4 in a day. Comments: 0 total, peak 0 in a day. Stars: 15 total, peak 2 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
ICSResearch141400
VincentZhang10302000
dyjygsg1000
9ancaj1000
11113071000
railgun13141000
1761790781-sketch1000

Recent activity

Latest issues, pull requests and releases

  • Issue#3311113072025-12-04 03:06
    Training on GPUs with less than 24GB VRAM?from xty
  • Issue#269ancaj2025-12-03 01:51
    预训练模型
  • Issue#25dyjygsg2025-12-03 01:39
    分布式训练优化/自动并行化
  • Issue#18railgun13142025-12-02 16:14
    缺失依赖库说明
  • Issue#15VincentZhang10302025-12-02 13:17
    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)?
  • Issue#15VincentZhang10302025-12-02 13:14
    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)?
  • Issue#101761790781-sketch2025-12-02 11:11
    是否考虑加入自动化测试 / CI (Continuous Integration) 或至少简单的 smoke test?

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 15 stars here means stars gained during the window, not the repo's star count.