TRACE
[ACCV 2026] TRACE: Time-Adaptive Residual Attention Control with Content–Style Decomposition for Training-Free Diffusion Style Transfer
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637 other launches read as similar to this one →
Details
- External ID
- 1402729335
- Source
- GITHUB
- Company
- —
- Product
- TRACE
- Website domain
- github.com
- Launched
- Oct. 3, 2026
- Cohort
- —
- Upvotes
- 9
- Upvotes percentile
- 0.07985175202156335
- Tags
- content-leakage, content-style-decomposition, stable-cascade, style-transfer, time-adaptive-guidance, training-free
- Fetched at
- Oct. 5, 2026, 5:02 p.m.
- Updated at
- Oct. 5, 2026, 5:02 p.m.
Enrichment
- Niche
- ai video editing and agent tools
- Vertical
- Media & entertainment
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- training-free diffusion style transfer framework
- Manually corrected
- False
Could you build this?
No This is an academic research paper accepted at ACCV 2026 proposing a novel diffusion attention control mechanism and content-style decomposition algorithm.
What it would actually take: Building this requires deep research expertise in generative diffusion models, attention layer manipulation, and mathematical formulation of content-style decomposition. Implementation involves PyTorch, Hugging Face Diffusers, custom CUDA/attention hooks, and extensive empirical ablation testing across generative vision benchmarks.
Competitors
Other products that read as similar to this one — 637 launches clear the similarity bar, closest 8 shown.
Attention rank: #579 of 638 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 337 days after the earliest competitor.
- DeepSelect · github · 2026-09-09 · 327 upvotes · similarity 0.55
- Simple-Attention-Sparsification · github · 2026-09-10 · 48 upvotes · similarity 0.55
- stack-attention · github · 2026-09-17 · 10 upvotes · similarity 0.54
- pdmd · github · 2026-09-27 · 18 upvotes · similarity 0.54
- VGGT-Diff · github · 2026-09-27 · 49 upvotes · similarity 0.52
- glance-speedlab · github · 2026-09-23 · 48 upvotes · similarity 0.51
- djev-dev · github · 2026-09-19 · 142 upvotes · similarity 0.50
- A walkable 3D tour of a feedforward neural net · hn · 2026-08-13 · 5 upvotes · similarity 0.50
Other launches for this product
- No other launches for this product.
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