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Ernie Chu

3 accepted papers

2025

FIPER: Factorized Features for Robust Image Super-Resolution and Compression

NeurIPS 2025poster

In this work, we propose using a unified representation, termed **Factorized Features**, for low-level vision tasks, where we test on **Single Image Super-Resolution (SISR)** and **Image Compression**. Motivated by the shared principles between these tasks, they require recovering and preserving fin…

Cited by 0SourceScholar
2025

Pixel Is Not a Barrier: An Effective Evasion Attack for Pixel-Domain Diffusion Models

AAAI 2025technical

Diffusion Models have emerged as powerful generative models for high-quality image synthesis, with many subsequent image editing techniques based on them. However, the ease of text-based image editing introduces significant risks, such as malicious editing for scams or intellectual property infringe…

2024

MeDM: Mediating Image Diffusion Models for Video-to-Video Translation with Temporal Correspondence Guidance

AAAI 2024technical

This study introduces an efficient and effective method, MeDM, that utilizes pre-trained image Diffusion Models for video-to-video translation with consistent temporal flow. The proposed framework can render videos from scene position information, such as a normal G-buffer, or perform text-guided ed…