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Mandt Lab @ UC Irvine

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  1. improving-inference-for-neural-image-compression improving-inference-for-neural-image-compression Public

    Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"

    Python 47 7

  2. PSLD PSLD Public

    Official Implementation of the paper: A Complete Recipe for Diffusion Generative Models

    Python 28

  3. shallow-ntc shallow-ntc Public

    Official code for "Computationally-Efficient Neural Image Compression with Shallow Decoders", ICCV 2023

    Jupyter Notebook 27 1

  4. vbq vbq Public

    Official code for ICML 2020 paper "Variational Bayesian Quantization"

    Python 23 7

  5. adversarial-negative-sampling adversarial-negative-sampling Public

    Code for paper by Bamler & Mandt, "Extreme Classification via Adversarial Softmax Approximation" (ICLR 2020)

    Python 14 5

  6. variational-beam-search variational-beam-search Public

    Code repository of NeurIPS 2021 paper: Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning.

    Jupyter Notebook 11 4

Repositories

Showing 10 of 22 repositories
  • c-pigdm Public

    Conjugate Integrators for Iterative Refinement Models

    mandt-lab/c-pigdm’s past year of commit activity
    Python 2 0 0 0 Updated Dec 12, 2024
  • STVD Public

    Official code for NeurIPS '24 paper 'Precipitation Downscaling with Spatiotemporal Video Diffusion'

    mandt-lab/STVD’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Nov 14, 2024
  • PSLD Public

    Official Implementation of the paper: A Complete Recipe for Diffusion Generative Models

    mandt-lab/PSLD’s past year of commit activity
    Python 28 MIT 0 0 0 Updated Nov 1, 2024
  • mmvm-vae Public Forked from thomassutter/mmvmvae

    Codebase for "Unity by Diversity: Improved Representation Learning for Multimodal VAEs" (NeurIPS 2024)

    mandt-lab/mmvm-vae’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Oct 30, 2024
  • shallow-ntc Public

    Official code for "Computationally-Efficient Neural Image Compression with Shallow Decoders", ICCV 2023

    mandt-lab/shallow-ntc’s past year of commit activity
    Jupyter Notebook 27 1 0 0 Updated Oct 15, 2024
  • Hier-Video-Compression Public

    Codebase for paper: "Hierarchical Autoregressive Modeling for Neural Video Compression" ICLR 2021

    mandt-lab/Hier-Video-Compression’s past year of commit activity
    Python 0 MIT 0 1 0 Updated Jul 3, 2024
  • zero-shot-ad-via-batch-norm Public Forked from aodongli/zero-shot-ad-via-batch-norm

    Official code repository for paper Zero-Shot Anomaly Detection via Batch Normalization (NeurIPS 2023).

    mandt-lab/zero-shot-ad-via-batch-norm’s past year of commit activity
    Python 0 MIT 6 0 0 Updated Mar 14, 2024
  • sc2-benchmark Public Forked from yoshitomo-matsubara/sc2-benchmark

    [TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"

    mandt-lab/sc2-benchmark’s past year of commit activity
    Python 0 MIT 10 0 0 Updated Nov 14, 2023
  • improving-inference-for-neural-image-compression Public

    Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"

    mandt-lab/improving-inference-for-neural-image-compression’s past year of commit activity
    Python 47 MIT 7 0 0 Updated Nov 9, 2023
  • Structured-SG-MCMC Public

    Official code for ICML 2022 paper "Structured Stochastic Gradient MCMC"

    mandt-lab/Structured-SG-MCMC’s past year of commit activity
    Jupyter Notebook 1 1 0 0 Updated Sep 10, 2023

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