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    56 repositories

    • SupContrast

      Public
      PyTorch implementation of "SINCERE: Supervised Information Noise-Contrastive Estimation REvisited"
      Python
      •
      BSD 2-Clause "Simplified" License
      •537•2•0•1•Updated Dec 18, 2024Dec 18, 2024

    • SSL-vs-SSL-benchmark

      Public
      Code for benchmark comparing self-supervised and semi-supervised deep classifiers for medical images
      Python
      •
      MIT License
      •2•22•0•5•Updated Dec 13, 2024Dec 13, 2024

    • team-dynamics-time-series

      Public
      Models for capturing multi-level dynamics of individuals on a team acting in coordinated way over time
      Python
      •
      MIT License
      •0•2•1•0•Updated Dec 2, 2024Dec 2, 2024

    • data-emphasized-ELBo

      Public
      Code for FITML 2024 workshop paper on data-emphasized evidence lower bound for learning regularization parameters
      Shell
      •0•1•0•0•Updated Dec 2, 2024Dec 2, 2024

    • dsarf_agentformer_baseline_for_hsrdm

      Public
      Baselines on Figure 8 and Basketball data for paper titled 'Discovering group dynamics in synchronous time series via hierarchical recurrent switching-state models'
      Jupyter Notebook
      •
      MIT License
      •0•0•0•1•Updated Nov 10, 2024Nov 10, 2024

    • opioid-overdose-models

      Public
      Given previous times and locations of opioid overdose deaths, can we predict where future interventions would be effective?
      Jupyter Notebook
      •
      MIT License
      •0•0•2•1•Updated Oct 30, 2024Oct 30, 2024

    • hugheslab-onboarding

      Public
      Onboarding info for hugheslab (HPC cluster, etc.)
      MIT License
      •3•1•2•0•Updated Oct 7, 2024Oct 7, 2024

    • SupervisionInterpolation

      Public
      0•0•0•0•Updated Sep 30, 2024Sep 30, 2024

    • RobustSSLBenchmark

      Public
      A benchmark for robust semi-supervised learning in open environments.
      Python
      •
      MIT License
      •1•0•0•0•Updated Sep 13, 2024Sep 13, 2024

    • GRAPE-MUST

      Public
      This repository holds the code and models for the paper Graph Pruning for Enumeration of Minimal Unsatisfiable Subsets, published at AISTATS2024
      Python
      •1•1•1•0•Updated Sep 12, 2024Sep 12, 2024

    • extrapolating-classifier-accuracy-to-larger-datasets

      Public
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Aug 28, 2024Aug 28, 2024

    • bdl-transfer-learning

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Aug 28, 2024Aug 28, 2024

    • pchmm-missing-data-limited-labels

      Public
      Repository for paper "Prediction-Constrained Markov Models for Medical Time Series with Missing Data and Few Labels" at NeurIPS workshop (Learning from Time Series For Health)
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Jul 8, 2024Jul 8, 2024

    • InterLUDE

      Public
      Code for ICML 2024 paper "InterLUDE: Interactions between Labeled and Unlabeled Data to Enhance Semi-supervised Learning"
      Python
      •
      MIT License
      •2•2•1•0•Updated Jul 5, 2024Jul 5, 2024

    • SepNorm

      Public
      Jupyter Notebook
      •0•3•0•0•Updated Jun 7, 2024Jun 7, 2024

    • Graph-Generation-MLE

      Public
      Python
      •0•4•0•0•Updated May 29, 2024May 29, 2024

    • SAMIL

      Public
      Code for the paper Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning
      Python
      •
      MIT License
      •3•2•0•0•Updated Apr 14, 2024Apr 14, 2024

    • data-driven-missingness-cru-irregular-timeseries

      Public
      Code for irregular time-series models with missing-not-at-random assumption
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Apr 5, 2024Apr 5, 2024

    • DAGG-Rout-VI

      Public
      Python
      •0•0•0•0•Updated Mar 27, 2024Mar 27, 2024

    • moco-v3

      Public
      PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057
      Python
      •
      Other
      •163•0•0•0•Updated Mar 5, 2024Mar 5, 2024

    • graph-generation-EDGE

      Public
      EDGE: Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling
      Python
      •10•51•2•0•Updated Feb 26, 2024Feb 26, 2024

    • SincereClustering

      Public
      Python
      •
      MIT License
      •15•0•0•0•Updated Dec 7, 2023Dec 7, 2023

    • SupportBroadening

      Public
      Python
      •0•0•0•0•Updated Oct 4, 2023Oct 4, 2023

    • categorical-from-binary

      Public
      Code for the paper "Easy Variational Inference for Categorical Models via an Independent Binary Approximation"
      Python
      •
      MIT License
      •0•4•0•0•Updated Sep 27, 2023Sep 27, 2023

    • kcn-torch

      Public
      Jupyter Notebook
      •6•24•0•0•Updated Sep 8, 2023Sep 8, 2023

    • cumulative-link-models

      Public
      Code for cumulative link models for ordinal regression that support differentiable learning ala PyTorch
      Python
      •
      MIT License
      •0•4•0•0•Updated Aug 4, 2023Aug 4, 2023

    • differentiable-top-k

      Public
      Code for differentiable learning of functions that involve selecting the top K of many elements
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Jul 8, 2023Jul 8, 2023

    • KCN

      Public
      Kriging Convolutional Networks (KCN) in Tensoflow
      Python
      •17•41•0•0•Updated Jun 16, 2023Jun 16, 2023

    • DecoupledGCD

      Public
      Decoupled prototypical GCD models
      Python
      •
      MIT License
      •2•0•0•0•Updated May 19, 2023May 19, 2023

    • masked-modeling-for-anomaly-detection

      Public
      code implementation for the paper "Exploiting Variable Correlation with Masked Modeling for Anomaly Detection in Time Series".
      0•1•0•0•Updated May 5, 2023May 5, 2023