Towards Adaptive Open-Set Object Detection via Category-Level Collaboration Knowledge Mining
Compared to this week’s papers
Evidence fresh
Use This Via API or MCP
Use Signal Canvas as the narrative proof surface
Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.
Evidence Receipt
Freshness: 2026-04-14T16:18:28.571897+00:00Claims: 0
References: 0
Proof: unverified
Freshness: fresh
Source paper: Towards Adaptive Open-Set Object Detection via Category-Level Collaboration Knowledge Mining
PDF: https://arxiv.org/pdf/2604.11195v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-14T16:49:42.233Z
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Towards Adaptive Open-Set Object Detection via Category-Level Collaboration Knowledge Mining
Canonical Paper Receipt
Last verification: 2026-04-14T16:49:42.233ZFreshness: fresh
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
- - proof_status
- - proof verification has not been recorded yet
Starting…
Dimensions overall score 7.0
GitHub Code Pulse
No public code linked for this paper yet.
Claim map
Claim extraction is still pending for this paper. Check back after the next analysis run.
Competitive landscape
Competitor map is still being generated for this paper. Enable generation or check back soon.
Startup potential card
Related Resources
BUILDER'S SANDBOX
Build This Paper
Use an AI coding agent to implement this research.
Lightweight coding agent in your terminal.
Agentic coding tool for terminal workflows.
AI agent mindset installer and workflow scaffolder.
AI-first code editor built on VS Code.
Free, open-source editor by Microsoft.
Recommended Stack
Startup Essentials
Estimated $9K - $13K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.