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@DSL-Lab UBC Lab for Deep Structured Learning

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    25 repositories

    • StreamSplat

      Public
      [ICLR 2026] StreamSplat: Towards Online Dynamic 3D Reconstruction from Uncalibrated Video Streams
      Python
      •8•110•3•0•Updated Mar 11, 2026Mar 11, 2026

    • DSL-Lab.github.io

      Public
      HTML
      •
      MIT License
      •5•0•0•0•Updated Jan 7, 2026Jan 7, 2026

    • RetroSynFlow

      Public
      The official implementation of NeurIPS 2025 paper named "RetroSynFlow: Discrete Flow Matching for Accurate and Diverse Single-Step Retrosynthesis".
      Python
      •1•7•1•0•Updated Dec 25, 2025Dec 25, 2025

    • Weighted-Product-of-Experts

      Public
      Code For EMNLP 2025: Test-Time Steering for Lossless Text Compression via Weighted Product of Experts
      Python
      •0•10•0•0•Updated Dec 24, 2025Dec 24, 2025

    • SwinGNN

      Public
      SwinGNN: diffusion model for graph generation
      Python
      •
      MIT License
      •8•86•0•0•Updated Dec 24, 2025Dec 24, 2025

    • TrajFlow

      Public
      [IROS'25] TrajFlow: Multi-modal Motion Prediction via Flow Matching
      Python
      •
      MIT License
      •16•70•0•0•Updated Dec 24, 2025Dec 24, 2025

    • MoFlow

      Public
      [CVPR 2025] MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation Distillation
      multi-agenthuman-motion-predictionflow-matching
      multi-agenthuman-motion-predictionflow-matchingdiffusion-distillationone-step-diffusion-model
      Python
      •
      MIT License
      •6•113•1•0•Updated Dec 15, 2025Dec 15, 2025

    • slides-mdlm

      Public
      Shell
      •0•0•0•0•Updated Dec 4, 2025Dec 4, 2025

    • CPEN455-Project-2025W1

      Public
      Python
      •11•0•0•0•Updated Nov 20, 2025Nov 20, 2025

    • CPEN455-Project-2025W1-Autograder

      Public
      Python
      •0•0•0•0•Updated Oct 27, 2025Oct 27, 2025

    • T2I-Free-Lunch-Alignment

      Public
      1•5•1•0•Updated Sep 29, 2025Sep 29, 2025

    • HPC_helper

      Public
      HPC helper for distributed training.
      Python
      •
      MIT License
      •1•17•0•0•Updated Aug 18, 2025Aug 18, 2025

    • neural-MJD

      Public
      This is an official implementation for "Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction", https://arxiv.org/abs/2506.04542
      Python
      •1•12•0•0•Updated Aug 15, 2025Aug 15, 2025

    • UniEdit-Flow

      Public
      [ICLR 2026] UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models
      Python
      •5•46•0•0•Updated Aug 4, 2025Aug 4, 2025

    • SymmetricDiffusers

      Public
      SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups
      Python
      •0•18•1•0•Updated Mar 7, 2025Mar 7, 2025

    • aops

      Public
      Python
      •
      Apache License 2.0
      •4•41•0•0•Updated Feb 7, 2025Feb 7, 2025

    • Specformer

      Public
      Transformer-based Spectral Graph Neural Networks
      geometric-deep-learninggraph-neural-networksspectral-gnns
      geometric-deep-learninggraph-neural-networksspectral-gnns
      Python
      •
      GNU General Public License v3.0
      •16•85•6•1•Updated Oct 7, 2024Oct 7, 2024

    • FVMD-frechet-video-motion-distance

      Public
      Fréchet Video Motion Distance: A Metric for Evaluating Motion Consistency in Videos
      Python
      •
      Apache License 2.0
      •2•83•1•1•Updated Jul 26, 2024Jul 26, 2024

    • GPGVAE

      Public
      code of Learning Latent Structures in Network Games via Data-Dependent Gated-Prior Graph Variational Autoencoders
      Python
      •0•6•0•0•Updated Jun 28, 2024Jun 28, 2024

    • GraphPNAS

      Public
      Python
      •
      MIT License
      •0•4•0•0•Updated Oct 23, 2023Oct 23, 2023

    • gemtrans

      Public
      Python
      •0•7•0•0•Updated Apr 27, 2023Apr 27, 2023

    • echoglad

      Public
      EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms
      Python
      •
      MIT License
      •1•20•1•0•Updated Apr 17, 2023Apr 17, 2023

    • clrs

      Public
      Python
      •
      Apache License 2.0
      •117•11•0•0•Updated Mar 20, 2023Mar 20, 2023

    • GRBM

      Public
      Gaussian-Bernoulli Restricted Boltzmann Machines
      Python
      •
      MIT License
      •11•109•1•0•Updated Dec 1, 2022Dec 1, 2022

    • echognn

      Public
      Graph Neural Networks for Explainable Ejection Fraction Estimation
      Python
      •
      MIT License
      •5•24•1•0•Updated Oct 29, 2022Oct 29, 2022
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