TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models
Paper • 2512.02014 • Published • 78
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Co-Evolving Policy Distillation
Paper • 2604.27083 • Published • 68
Referring Expression Instance Retrieval and A Strong End-to-End Baseline
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KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance
Paper • 2604.12627 • Published • 102
PLUME: Latent Reasoning Based Universal Multimodal Embedding
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CLEAR: Unlocking Generative Potential for Degraded Image Understanding in Unified Multimodal Models
Paper • 2604.04780 • Published • 11
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