An Le

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (2)Computer Vision (2)Training Efficiency & Optimization (1)

Frequent co-authors

Truong Nguyen (2)Abdumannon Yovkochov (1)Sungbal Seo (1)You-Suk Bae (1)

Papers (2)

Sep 9, 2026

Abdumannon Yovkochov +4Sep 9, 2026·also Affiliation:

Layerwise Tunable Lifting Scheme for the Convolutional Neural Network

Wavelet transforms in deep learning no longer require trading off learnability for mathematical stability: lattice-structured lifting steps guarantee perfect invertibility and stability under arbitrary network parameter updates.

Abdumannon Yovkochov, An Le, Sungbal Seo +2

Architecture Design (Transformers, SSMs, MoE)Computer Vision

Feb 15, 2026

Feb 15, 2026·also Affiliation:

Learnable Multi-level Discrete Wavelet Transforms for 3D Gaussian Splatting Frequency Modulation

Deeper frequency modulation via multi-level wavelet transforms slashes Gaussian primitive counts in 3D Gaussian Splatting without sacrificing rendering quality.

An Le, Truong Nguyen

Architecture Design (Transformers, SSMs, MoE)Computer Vision Training Efficiency & Optimization

An Le

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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An Le

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)