{"data":{"id":"0ebb7838-008f-4eec-b58e-3bcd4cfaa00b","title":"Test-Time Correction: An Online 3D Detection System via Visual Prompting","summary":"This paper presents Test-Time Correction (TTC), a system that helps autonomous vehicles fix detection errors while driving, rather than waiting for retraining. TTC uses an Online Adapter module with visual prompts (image-based descriptions of objects derived from feedback like mismatches or user clicks) to continuously correct mistakes in real-time, allowing vehicles to adapt to new situations and improve safety without stopping to retrain the system.","solution":"N/A -- no mitigation discussed in source.","labels":["research"],"sourceUrl":"http://ieeexplore.ieee.org/document/11288026","publishedAt":"2025-12-09T13:16:09.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"research","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["safety"],"aiComponentTargeted":"inference","llmSpecific":false,"classifierConfidence":0.75,"researchCategory":"peer_reviewed","atlasIds":null}}