#Multimodal Learning
Latest news articles tagged with "Multimodal Learning". Follow the timeline of events, related topics, and entities.
Articles (5)
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🇺🇸 The Trinity of Consistency as a Defining Principle for General World Models
[USA]
arXiv:2602.23152v1 Announce Type: new Abstract: The construction of World Models capable of learning, simulating, and reasoning about objective physical laws constitutes a foundational challenge in t...
Related: #Artificial Intelligence, #World Modeling, #Theoretical Framework -
🇺🇸 MultiModalPFN: Extending Prior-Data Fitted Networks for Multimodal Tabular Learning
[USA]
arXiv:2602.20223v1 Announce Type: cross Abstract: Recently, TabPFN has gained attention as a foundation model for tabular data. However, it struggles to integrate heterogeneous modalities such as ima...
Related: #Machine Learning, #Foundation Models, #Data Integration -
🇺🇸 MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs
[USA]
arXiv:2602.12705v1 Announce Type: cross Abstract: We present MedXIAOHE, a medical vision-language foundation model designed to advance general-purpose medical understanding and reasoning in real-worl...
Related: #Medical AI, #Healthcare Technology -
🇺🇸 Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning
[USA]
arXiv:2412.07909v2 Announce Type: replace-cross Abstract: Multimodal learning has recently gained significant popularity, demonstrating impressive performance across various zero-shot classification ...
Related: #AI Research, #Model Improvement -
🇺🇸 Investigating Redundancy in Multimodal Large Language Models with Multiple Vision Encoders
[USA]
arXiv:2507.03262v4 Announce Type: replace-cross Abstract: Recent multimodal large language models (MLLMs) increasingly integrate multiple vision encoders to improve performance on various benchmarks,...
Related: #AI Efficiency, #Model Optimization