Research artifacts from an early stage project on temporally coherent colonoscopy video synthesis with exact lesion labels, evaluated by downstream polyp detection. Code and the full research record are in the companion Git repository (bundle included under code/). This is preliminary research output, not a product and not a clinical tool. Video diffusion checkpoints (57M parameter latent video DiT, mask track channel concatenated in latent space, SD f8 VAE frozen, adaLN-zero blocks, full space time attention). Each file holds model, ema, step, args. - colon-exp024c-f1-256: the main conditional model at 256px. ckpt0020000.pt is the best checkpoint (adherence Dice 0.486, judge found rate…
Independent publisher
Ahmet Erdem Pamuk
ahmeterdempmk
Natural Language Processing, Agentic LLMs, Multi-Agent Systems, Voice AI, Quantum Machine Learning
Models in Library1
Datasets in Library0
Models on Hugging Face38
Followers46
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