2025 "modality gap" Papers

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Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation

Jianyuan Guo, Peike Li, Trevor Cohn

NeurIPS 2025oralarXiv:2505.15438

Global Minimizers of Sigmoid Contrastive Loss

Kiril Bangachev, Guy Bresler, Iliyas Noman et al.

NeurIPS 2025posterarXiv:2509.18552

Rebalancing Contrastive Alignment with Bottlenecked Semantic Increments in Text-Video Retrieval

Jian Xiao, Zijie Song, Jialong Hu et al.

NeurIPS 2025posterarXiv:2505.12499

Release the Powers of Prompt Tuning: Cross-Modality Prompt Transfer

Ningyuan Zhang, Jie Lu, Keqiuyin Li et al.

ICLR 2025poster

Superpowering Open-Vocabulary Object Detectors for X-ray Vision

Pablo Garcia-Fernandez, Lorenzo Vaquero, Mingxuan Liu et al.

ICCV 2025posterarXiv:2503.17071

Test-time Adaptation for Cross-modal Retrieval with Query Shift

Haobin Li, Peng Hu, Qianjun Zhang et al.

ICLR 2025posterarXiv:2410.15624

ViewPoint: Panoramic Video Generation with Pretrained Diffusion Models

Zixun Fang, Kai Zhu, Zhiheng Liu et al.

NeurIPS 2025posterarXiv:2506.23513