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@mandt-lab Mandt Lab @ UC Irvine

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    28 repositories

    • ptp

      Public
      Parallel Token Prediction for Language Models (ICLR 2026)
      Python
      •6•31•2•0•Updated Sep 11, 2026Sep 11, 2026

    • SyncVC

      Public
      Official Implementation of the paper "Variational Test-time Optimization for Diffusion Synchronization"
      diffusion-modelstest-time-scaling
      diffusion-modelstest-time-scaling
      Python
      •0•3•0•0•Updated Jul 6, 2026Jul 6, 2026

    • STVD

      Public
      Official code for NeurIPS '24 paper 'Precipitation Downscaling with Spatiotemporal Video Diffusion'
      Python
      •
      MIT License
      •2•12•0•0•Updated Jul 6, 2026Jul 6, 2026

    • Calibrated-Guidance

      Public
      Python
      •
      MIT License
      •0•3•0•0•Updated Jun 25, 2026Jun 25, 2026

    • FlexTPP

      Public
      Framework for easy mixed-type autoregressive models
      Python
      •
      MIT License
      •2•0•0•0•Updated Mar 25, 2026Mar 25, 2026

    • variational-control-guidance

      Public
      Official Implementation of the paper "Variational Control for Guidance in Diffusion Models" accepted at ICML'25
      Python
      •
      MIT License
      •1•0•0•0•Updated Dec 5, 2025Dec 5, 2025

    • uqdm

      Public
      Python
      •0•11•0•0•Updated Jun 30, 2025Jun 30, 2025

    • c-pigdm

      Public
      Conjugate Integrators for Iterative Refinement Models
      Python
      •2•8•0•0•Updated Dec 29, 2024Dec 29, 2024

    • PSLD

      Public
      Official Implementation of the paper: A Complete Recipe for Diffusion Generative Models
      image-generationunsupervised-learningdiffusion-models
      image-generationunsupervised-learningdiffusion-modelsscore-based-models
      Python
      •
      MIT License
      •2•31•1•0•Updated Nov 1, 2024Nov 1, 2024

    • mmvm-vae

      Public
      Codebase for "Unity by Diversity: Improved Representation Learning for Multimodal VAEs" (NeurIPS 2024)
      Python
      •
      MIT License
      •5•2•0•0•Updated Oct 30, 2024Oct 30, 2024

    • shallow-ntc

      Public
      Official code for "Computationally-Efficient Neural Image Compression with Shallow Decoders", ICCV 2023
      compressiontensorflowimage-compression
      compressiontensorflowimage-compressionneural-compression
      Jupyter Notebook
      •
      Other
      •2•36•1•0•Updated Oct 15, 2024Oct 15, 2024

    • Hier-Video-Compression

      Public
      Codebase for paper: "Hierarchical Autoregressive Modeling for Neural Video Compression" ICLR 2021
      Python
      •
      MIT License
      •0•0•1•0•Updated Jul 3, 2024Jul 3, 2024

    • zero-shot-ad-via-batch-norm

      Public
      Official code repository for paper Zero-Shot Anomaly Detection via Batch Normalization (NeurIPS 2023).
      Python
      •
      MIT License
      •7•0•0•0•Updated Mar 14, 2024Mar 14, 2024

    • sc2-benchmark

      Public
      [TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"
      Python
      •
      MIT License
      •11•0•0•0•Updated Nov 14, 2023Nov 14, 2023

    • improving-inference-for-neural-image-compression

      Public
      Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"
      Python
      •
      MIT License
      •7•53•0•0•Updated Nov 9, 2023Nov 9, 2023

    • Structured-SG-MCMC

      Public
      Official code for ICML 2022 paper "Structured Stochastic Gradient MCMC"
      Jupyter Notebook
      •2•2•0•0•Updated Sep 10, 2023Sep 10, 2023

    • semi-supervised-AD

      Public
      Official repository of paper Deep Anomaly Detection under Labeling Budget Constraints (ICML 2023).
      Python
      •
      MIT License
      •1•0•0•0•Updated Apr 28, 2023Apr 28, 2023

    • RD-sandwich

      Public
      Official repo for the ICLR22 paper "Towards Empirical Sandwich Bounds on the Rate-Distortion Function"
      Python
      •4•15•1•0•Updated Feb 1, 2023Feb 1, 2023

    • vbq

      Public
      Official code for ICML 2020 paper "Variational Bayesian Quantization"
      Python
      •
      MIT License
      •7•25•0•12•Updated Dec 8, 2022Dec 8, 2022

    • variational-beam-search

      Public
      Code repository of NeurIPS 2021 paper: Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning.
      Jupyter Notebook
      •
      MIT License
      •4•12•0•0•Updated Oct 17, 2022Oct 17, 2022

    • RVD

      Public
      Code for paper: "Diffusion Probabilistic Modeling for Video Generation"
      Python
      •0•1•0•0•Updated Oct 13, 2022Oct 13, 2022

    • prob_seq_queries

      Public
      Code for "Predictive Querying of Autoregressive Neural Sequence Models" - NeurIPs 2022
      Python
      •
      MIT License
      •0•0•0•0•Updated Oct 3, 2022Oct 3, 2022

    • LatentOE-AD

      Public
      Coder of the paper 'Latent Outlier Exposure for Anomaly Detectin with Contaminated Data' published in ICML 2022
      Python
      •
      GNU Affero General Public License v3.0
      •9•0•0•0•Updated Jul 13, 2022Jul 13, 2022

    • NeuTraL-AD

      Public
      Code of the paper 'Neural Transformation Learning for Anomaly Detection' published in ICML 2021
      Python
      •
      GNU Affero General Public License v3.0
      •14•0•0•0•Updated Apr 29, 2022Apr 29, 2022

    • PressedJuice.jl

      Public
      Lossless compression using Probabilistic Circuits
      Julia
      •1•0•0•0•Updated Mar 10, 2022Mar 10, 2022

    • adversarial-negative-sampling

      Public
      Code for paper by Bamler & Mandt, "Extreme Classification via Adversarial Softmax Approximation" (ICLR 2020)
      Python
      •
      MIT License
      •5•14•1•0•Updated Apr 8, 2020Apr 8, 2020

    • knowledge-graph-tuning

      Public
      Scalable hyperparameter tuning in probabilistic knowledge graph embedding models (Bamler, Salehi, and Mandt, UAI 2019)
      Python
      •
      MIT License
      •3•8•0•0•Updated Jan 22, 2020Jan 22, 2020

    • project-template

      Public
      Fork this repository to start a new project.
      0•1•0•0•Updated Jan 31, 2019Jan 31, 2019
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