Presents LiWi-100k dataset generated via agent-driven decomposition and a model achieving SoTA on RGB L1 and Alpha IoU for natural image layering.
Datasetagent: A novel multi-agent system for auto-constructing datasets from real-world images
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Unlearning a demographic group in CLIP models redistributes bias primarily along gender boundaries rather than eliminating it.
citing papers explorer
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LiWi: Layering in the Wild
Presents LiWi-100k dataset generated via agent-driven decomposition and a model achieving SoTA on RGB L1 and Alpha IoU for natural image layering.
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Bias Redistribution in Visual Machine Unlearning: Does Forgetting One Group Harm Another?
Unlearning a demographic group in CLIP models redistributes bias primarily along gender boundaries rather than eliminating it.