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Achieving near-random watermark removal accuracy without sacrificing image quality, MarkNull challenges the robustness of current digital watermarking techniques.
Achieving an FID of 1.45 in just 600 epochs, Energy-Guided Flow Matching redefines efficiency in high-quality image generation without the need for extensive model adaptations.
Spatial hallucinations in 3D generation can be effectively mitigated using a model-agnostic framework that leverages multimodal language models for consistency optimization.
Generate cinematic videos with precise narrative control by conditioning on multiple keyframes, unlocking richer storytelling than text- or single-frame-guided approaches.