← Search

Xue Xian Zheng

2 accepted papers

2025

Error Feedback Approach for Quantization Noise Reduction of Distributed Graph Filters

ICASSP 2025accepted

This work introduces an error feedback approach for reducing quantization noise of distributed graph filters. It comes from error spectrum shaping techniques from state-space digital filters, and therefore establishes connections between quantized filtering processes over different domains. Quantiza…

Cited by 0SourceScholar
2024

Content-Aware Radiance Fields: Aligning Model Complexity with Scene Intricacy Through Learned Bitwidth Quantization

ECCV 2024poster

"The recent popular radiance field models, exemplified by Neural Radiance Fields (NeRF), Instant-NGP and 3D Gaussian Splatting, are designed to represent 3D content by that training models for each individual scene. This unique characteristic of scene representation and per-scene training distinguis…