New TIB Method Targets Multimodal Attribution Without Alignment Assumption
Researchers introduce TIB, a sample-wise tempered information bottleneck approach for interpreting vision-language models without ground-truth explanatory supervision, moving beyond existing alignment-based assumptions.
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- 2026-11-11 05:00 · arXiv cs.CV
TIB: Sample-wise Tempered Information Bottleneck for Multimodal Attribution beyond Alignment Assumption