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cs.CV2026
SynMulti: Synthetic-to-Real Learning for Multimodal Video Understanding
Tanzila Rahman, Renjie Liao, Leonid Sigal
Training multimodal large language models (MLLMs) for video understanding requires large-scale annotated data spanning diverse tasks such as object counting, question answering, an…
cs.CV2024
Multi-scale Latent Point Consistency Models for 3D Shape Generation
Bi'an Du, Wei Hu, Renjie Liao
Consistency Models (CMs) have significantly accelerated the sampling process in diffusion models, yielding impressive results in synthesizing high-resolution images. To explore and…
cs.CV2024★ 1 cited
Generative 3D Part Assembly via Part-Whole-Hierarchy Message Passing
Bi'an Du, Xiang Gao, Wei Hu +1
Generative 3D part assembly involves understanding part relationships and predicting their 6-DoF poses for assembling a realistic 3D shape. Prior work often focus on the geometry o…