Sung Kim
@sungkim.bsky.social
A business analyst at heart who enjoys delving into AI, ML, data engineering, data science, data analytics, and modeling. My views are my own.
You can also find me at threads: @sung.kim.mw
You can also find me at threads: @sung.kim.mw
@alphaxiv.org released quickarXiv
Swap arxiv → quickarxiv on any paper URL to get an instant blog with figures, insights, and explanations.
Swap arxiv → quickarxiv on any paper URL to get an instant blog with figures, insights, and explanations.
November 14, 2025 at 11:52 PM
@alphaxiv.org released quickarXiv
Swap arxiv → quickarxiv on any paper URL to get an instant blog with figures, insights, and explanations.
Swap arxiv → quickarxiv on any paper URL to get an instant blog with figures, insights, and explanations.
ByteDance Seed's Depth Anything 3
DA3 extends monocular depth estimation to any-view scenarios, including single images, multi-view images, and video. They find that:
- A plain transformer (e.g., vanilla DINO) is enough. No specialized architecture.
DA3 extends monocular depth estimation to any-view scenarios, including single images, multi-view images, and video. They find that:
- A plain transformer (e.g., vanilla DINO) is enough. No specialized architecture.
November 14, 2025 at 10:27 PM
ByteDance Seed's Depth Anything 3
DA3 extends monocular depth estimation to any-view scenarios, including single images, multi-view images, and video. They find that:
- A plain transformer (e.g., vanilla DINO) is enough. No specialized architecture.
DA3 extends monocular depth estimation to any-view scenarios, including single images, multi-view images, and video. They find that:
- A plain transformer (e.g., vanilla DINO) is enough. No specialized architecture.
W&B LEET
A full Terminal UI (TUI) for live, interactive W&B monitoring right in your terminal.
wandb.ai/wandb_fc/pro...
A full Terminal UI (TUI) for live, interactive W&B monitoring right in your terminal.
wandb.ai/wandb_fc/pro...
November 14, 2025 at 5:23 AM
W&B LEET
A full Terminal UI (TUI) for live, interactive W&B monitoring right in your terminal.
wandb.ai/wandb_fc/pro...
A full Terminal UI (TUI) for live, interactive W&B monitoring right in your terminal.
wandb.ai/wandb_fc/pro...
Connect VS Code notebooks directly to Google Colab runtimes.
developers.googleblog.com/en/google-co...
developers.googleblog.com/en/google-co...
November 14, 2025 at 4:15 AM
Connect VS Code notebooks directly to Google Colab runtimes.
developers.googleblog.com/en/google-co...
developers.googleblog.com/en/google-co...
LeJEPA: a novel pretraining paradigm free of the (many) heuristics we relied on (stop-grad, teacher, ...)
- 60+ arch., up to 2B params
- 10+ datasets
- in-domain training (>DINOv3)
- corr(train loss, test perf)=95%
- 60+ arch., up to 2B params
- 10+ datasets
- in-domain training (>DINOv3)
- corr(train loss, test perf)=95%
November 13, 2025 at 6:19 AM
LeJEPA: a novel pretraining paradigm free of the (many) heuristics we relied on (stop-grad, teacher, ...)
- 60+ arch., up to 2B params
- 10+ datasets
- in-domain training (>DINOv3)
- corr(train loss, test perf)=95%
- 60+ arch., up to 2B params
- 10+ datasets
- in-domain training (>DINOv3)
- corr(train loss, test perf)=95%