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20242026
most citedSora as a World Model? A Complete Survey on Text-to-Video Generation

10 citations · 19 across the 20 of their papers we have counts for

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Showing 2025 · cs.CVShow all

5 papers · 2 filters

cs.CV2025

MeshRipple: Structured Autoregressive Generation of Artist-Meshes

Junkai Lin, Hang Long, Huipeng Guo +8

Meshes serve as a primary representation for 3D assets. Autoregressive mesh generators serialize faces into sequences and train on truncated segments with sliding-window inference…

cs.CV2025

AdaptVision: Efficient Vision-Language Models via Adaptive Visual Acquisition

Zichuan Lin, Yicheng Liu, Yang Yang +2

Vision-Language Models (VLMs) have achieved remarkable success in visual question answering tasks, but their reliance on large numbers of visual tokens introduces significant compu…

cs.CV2025

CameraMaster: Unified Camera Semantic-Parameter Control for Photography Retouching

Qirui Yang, Yang Yang, Ying Zeng +5

Text-guided diffusion models have greatly advanced image editing and generation. However, achieving physically consistent image retouching with precise parameter control (e.g., exp…

cs.CV2025

DATE: Dynamic Absolute Time Enhancement for Long Video Understanding

Chao Yuan, Yang Yang, Yehui Yang +1

Long video understanding remains a fundamental challenge for multimodal large language models (MLLMs), particularly in tasks requiring precise temporal reasoning and event localiza…

cs.CV2025

What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos

Qiyue Sun, Qiming Huang, Yang Yang +2

Humans usually show exceptional generalisation and discovery ability in the open world, when being shown uncommon new concepts. Whereas most existing studies in the literature focu…