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cs.CV2024
RIGI: Rectifying Image-to-3D Generation Inconsistency via Uncertainty-aware Learning
Jiacheng Wang, Zhedong Zheng, Wei Xu +1
Given a single image of a target object, image-to-3D generation aims to reconstruct its texture and geometric shape. Recent methods often utilize intermediate media, such as multi-…
cs.CV2024
DD-RobustBench: An Adversarial Robustness Benchmark for Dataset Distillation
Yifan Wu, Jiawei Du, Ping Liu +3
Dataset distillation is an advanced technique aimed at compressing datasets into significantly smaller counterparts, while preserving formidable training performance. Significant e…
cs.CV2024
Unified Diffusion-Based Rigid and Non-Rigid Editing with Text and Image Guidance
Jiacheng Wang, Ping Liu, Wei Xu
Existing text-to-image editing methods tend to excel either in rigid or non-rigid editing but encounter challenges when combining both, resulting in misaligned outputs with the pro…