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Representation Alignment

5 papers across 3 sessions

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Connecting Neural Models Latent Geometries with Relative Geodesic Representations
#2613 · Hanlin Yu, Berfin Inal, Georgios Arvanitidis, Søren Hauberg, Francesco Locatello, Marco Fumero

Poster Session 5

2 papers
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Aligning Text to Image in Diffusion Models is Easier Than You Think
#4312 · Jaa-Yeon Lee, ByungHee Cha, Jeongsol Kim, Jong Chul Ye
The Indra Representation Hypothesis
#2506 · Jianglin Lu, Hailing Wang, Kuo Yang, Yitian Zhang, Simon Jenni, Yun Fu

Poster Session 6

2 papers
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
U-REPA: Aligning Diffusion U-Nets to ViTs
#5103 · Yuchuan Tian, Hanting Chen, Mengyu Zheng, Yuchen Liang, Chao Xu, Yunhe Wang
Seeing Sound, Hearing Sight: Uncovering Modality Bias and Conflict of AI models in Sound Localization
#4600 Spotlight · Yanhao Jia, Ji Xie, S Jivaganesh, Li Hao, Xu Wu, Mengmi Zhang

We present a unified audio-visual framework to uncover how humans and AI respond to modality conflicts and bias.