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Showing papers from UIUC, Co-Founder, CTO of Medicas AI Show all papers

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Feature Recovery for Object Understanding Under Physical Transformation

Aditi Tiwari, Sofia Stoica, Savya Khosla, David Forsyth and 1 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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Do Semantic Distance Tests Actually Predict Creativity in Large Language Models?

Samuel Schapiro, Alexi Gladstone, Jonah Black, Heng Ji

Atlanta Poster Session 3, Thu, Dec 10, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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Advancing Affordance-Grounded Creative Tool Use in Large Multimodal Models

Cheng Qian, Hyeonjeong Ha, Jiayu Liu, Jeonghwan Kim and 8 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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80%Must read
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Trimming the Long-Tail of Visual World Modeling Evaluation

Tailor-Bench evaluates visual world models on rare physical interactions via regular, unconventional, and impossible scenarios, revealing long-tail performance gaps and superficial visual-pattern reliance.

Bingxuan Li, Yining Hong, Cheng Qian, Hyeonjeong Ha and 5 more

Atlanta Poster Session 3, Thu, Dec 10, 10:00 AM–1:00 PM, Hall C1 · Published 2026 · ▲ 40 on Hugging Face · Code ★ 1

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AI panel: 12 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 1/5
83%Must read
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Decoding the Critique Mechanism in Large Reasoning Models

Large reasoning models use hidden critique abilities to recover from uncorrected reasoning errors, and steering with critique vectors improves error detection and test-time scaling without training.

Hoang Phan, Nguyen Hung-Quang, Thanh Quoc Hung Le, Xiusi Chen and 2 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026 · Code ★ 1

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AI panel: 13 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 2/5