ermongroup

ermongroup

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Location:Stanford

Home Page:https://cs.stanford.edu/~ermon/website/

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ermongroup's repositories

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

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ddim

Denoising Diffusion Implicit Models

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SDEdit

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

Language:PythonLicense:MITStargazers:892Issues:23Issues:28

ncsn

Noise Conditional Score Networks (NeurIPS 2019, Oral)

Language:PythonLicense:GPL-3.0Stargazers:608Issues:9Issues:9

ncsnv2

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

Language:PythonLicense:MITStargazers:244Issues:14Issues:8

Wifi_Activity_Recognition

Code for IEEE Communication Magazine (A Survey on Behaviour Recognition Using WiFi Channle State Information)

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:233Issues:14Issues:44

CSDI

Codes for "CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation"

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neuralsort

Code for "Stochastic Optimization of Sorting Networks using Continuous Relaxations", ICLR 2019.

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tile2vec

Implementation and examples for Tile2Vec

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GraphScoreMatching

Official implementation for the paper: Permutation Invariant Graph Generation via Score-Based Generative Modeling

Language:PythonLicense:GPL-3.0Stargazers:95Issues:11Issues:4

MetaIRL

Meta-Inverse Reinforcement Learning with Probabilistic Context Variables

PatchDrop

PyTorch Implementation of `Learning to Process Fewer Pixels` - [CVPR20 (Oral)]

pirank

PiRank: Learning to Rank via Differentiable Sorting

Language:PythonLicense:MITStargazers:60Issues:8Issues:1

subsets

Code for Reparameterizable Subset Sampling via Continuous Relaxations, IJCAI 2019.

f-EBM

Code for "Training Deep Energy-Based Models with f-Divergence Minimization" ICML 2020

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fast_feedforward_computation

Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021

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BCD-Nets

Code for `BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery`, Neurips 2021

self-similarity-prior

Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations

Language:Jupyter NotebookLicense:MITStargazers:21Issues:8Issues:0

f-dre

Featurized Density Ratio Estimation

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fairgen

Fair Generative Modeling via Weak Supervision

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SPN_Variational_Inference

PyTorch implementation for "Probabilistic Circuits for Variational Inference in Discrete Graphical Models", NeurIPS 2020

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HyperSPN

PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021

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dre-infinity

Density Ratio Estimation via Infinitesimal Classification (AISTATS 2022 Oral)

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atlasdemo

demo for how to use atlas

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LISA

(NeurIPS '22) LISA: Learning Interpretable Skill Abstractions - A framework for unsupervised skill learning using Imitation

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BIG-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

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d2c

PyTorch implementation of D2C: Diffuison-Decoding Models for Few-shot Conditional Generation.

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private-rl

Code for `Privacy-Constrained Policies via Mutual Information Regularized Policy Gradients', AISTATS 2024

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