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Tongji University
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Predict future 3D scenes without needing to track camera pose, enabling consistent scale and cross-view understanding.
Query-grounded visual sampling can boost long video understanding in LVLMs by over 11% without the need for extensive training.
Conformal prediction offers a surprisingly effective way to handle both modality imbalance and noisy corruption in multimodal learning by explicitly modeling predictive uncertainty during training.