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Jiachen Zhou

2 accepted papers

2025

3D-Mem: 3D Scene Memory for Embodied Exploration and Reasoning

CVPR 2025poster

Constructing compact and informative 3D scene representations is essential for effective embodied exploration and reasoning, especially in complex environments over extended periods. Existing representations, such as object-centric 3D scene graphs, oversimplify spatial relationships by modeling scen…

Cited by 1SourcePDFScholar
2024

DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models

AAAI 2024technical

Dataset sanitization is a widely adopted proactive defense against poisoning-based backdoor attacks, aimed at filtering out and removing poisoned samples from training datasets. However, existing methods have shown limited efficacy in countering the ever-evolving trigger functions, and often leading…