3 papers
cs.CV2026
ConsDreamer: Advancing Multi-View Consistency for Zero-Shot Text-to-3D Generation
Yuan Zhou, Shilong Jin, Litao Hua +3
Recent advances in zero-shot text-to-3D generation have revolutionized 3D content creation by enabling direct synthesis from textual descriptions. While state-of-the-art methods le…
cs.CV2025
Debiasing Diffusion Priors via 3D Attention for Consistent Gaussian Splatting
Shilong Jin, Haoran Duan, Litao Hua +2
Versatile 3D tasks (e.g., generation or editing) that distill from Text-to-Image (T2I) diffusion models have attracted significant research interest for not relying on extensive 3D…
cs.CV2025
ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding
Yuan Zhou, Litao Hua, Shilong Jin +2
Keyframe selection has become essential for video understanding with vision-language models (VLMs) due to limited input tokens and the temporal sparsity of relevant information acr…