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cs.CV2026
DrawMotion: Generating 3D Human Motions by Freehand Drawing
Tao Wang, Lei Jin, Zhihua Wu +7
Text-to-motion generation, which translates textual descriptions into human motions, faces the challenge that users often struggle to precisely convey their intended motions throug…
cs.CV2026
Distilling Latent Manifolds: Resolution Extrapolation by Variational Autoencoders
Jiaming Chu, Tao Wang, Lei Jin
Variational Autoencoder (VAE) encoders play a critical role in modern generative models, yet their computational cost often motivates the use of knowledge distillation or quantific…
cs.CV2026
Loupe: A Generalizable and Adaptive Framework for Image Forgery Detection
Yuchu Jiang, Jiaming Chu, Jian Zhao +5
The proliferation of generative models has raised serious concerns about visual content forgery. Existing deepfake detection methods primarily target either image-level classificat…