2025 "multimodal representation learning" Papers

6 papers found

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Conference

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Paper Type

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CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design

Wenji Fang, Shang Liu, Jing Wang et al.

ICLR 2025posterarXiv:2505.02168
14
citations

Gramian Multimodal Representation Learning and Alignment

Giordano Cicchetti, Eleonora Grassucci, Luigi Sigillo et al.

ICLR 2025posterarXiv:2412.11959
29
citations

Scaling Language-Free Visual Representation Learning

David Fan, Shengbang Tong, Jiachen Zhu et al.

ICCV 2025highlightarXiv:2504.01017
39
citations

The "Law'' of the Unconscious Contrastive Learner: Probabilistic Alignment of Unpaired Modalities

Yongwei Che, Benjamin Eysenbach

ICLR 2025posterarXiv:2501.11326
1
citations

TikZero: Zero-Shot Text-Guided Graphics Program Synthesis

Jonas Belouadi, Eddy Ilg, Margret Keuper et al.

ICCV 2025highlightarXiv:2503.11509
2
citations

Understanding the Gain from Data Filtering in Multimodal Contrastive Learning

Divyansh Pareek, Sewoong Oh, Simon Du

NeurIPS 2025posterarXiv:2512.14230