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NeurIPS 2026Sorbonne Université - Faculté deISIR, Sorbonne UniversitéLIP6SorbonneMultimodal hallucination

When Prompts Override Vision: Instruction-Induced Hallucinations in LVLMs

Pegah KHAYATAN, Jayneel Parekh, Arnaud Dapogny, Mustafa Shukor and 2 more

Paris Poster Session 6, Fri, Dec 11, 2:30 PM–4:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Sorbonne UniversitéISIR, UMR 7222SorbonneDeep RL

Behavioral Foundation Models for Quality Diversity

BFM-QD searches a behavioral foundation model's latent space for diverse high-performing policies and outperforms parameter-space quality-diversity methods, especially in sparse and deceptive tasks.

Nazim Bendib, Nicolas Perrin-Gilbert, Olivier Sigaud

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 14 of 20 reviewers recommend it
lenient 4/5
medium 8/10
strict 2/5