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cs.CV2026
GVCC: Zero-Shot Video Compression via Codebook-Driven Stochastic Rectified Flow
Ziyue Zeng, Xun Su, Haoyuan Liu +3
At ultra-low bitrates, high-fidelity reconstruction requires sampling plausible videos from the posterior rather than regressing to oversmoothed conditional means. We propose Gener…
cs.CV2025★ 1 cited
InterpIoU: Rethinking Bounding Box Regression with Interpolation-Based IoU Optimization
Haoyuan Liu, Hiroshi Watanabe
Bounding box regression (BBR) is fundamental to object detection, where the regression loss is crucial for accurate localization. Existing IoU-based losses often incorporate handcr…
cs.CV2024
Time Step Generating: A Universal Synthesized Deepfake Image Detector
Ziyue Zeng, Haoyuan Liu, Dingjie Peng +2
Currently, high-fidelity text-to-image models are developed in an accelerating pace. Among them, Diffusion Models have led to a remarkable improvement in the quality of image gener…