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Python 24 3 Updated Oct 8, 2024

Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models

Python 4 Updated Oct 29, 2024

An implementation of EinsumNetworks in PyTorch.

Jupyter Notebook 20 8 Updated Nov 11, 2024

KirchhoffNet: A Scalable Ultra Fast Analog Neural Network

Python 2 Updated Aug 1, 2024

A python package for sampling methods and flow models

Python 7 Updated Jul 25, 2024

NOFIS: Normalizing Flow for Rare Circuit Failure Analysis

Python 1 Updated Apr 17, 2024

[SIGCOMM 2023] Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference

Verilog 43 4 Updated Nov 17, 2023

Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction (NeurIPS 2023) https://arxiv.org/abs/2310.15416

Python 34 7 Updated Nov 3, 2023

A PyTorch Implementation of Density Estimation Using Real NVP

Jupyter Notebook 60 12 Updated Mar 15, 2021

Code for the paper 'Dynamic Multimodal Fusion'

Python 96 13 Updated Apr 6, 2023

[ICLR 23 oral] The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation

Python 40 3 Updated Jul 10, 2023

A schedule language for large model training

Python 141 15 Updated Jun 18, 2024

Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"

Python 81 19 Updated Feb 22, 2023

A PyTorch Library for Photonic Integrated Circuit Simulation and Photonic AI Computing

Python 263 24 Updated Nov 11, 2024

A collection of papers in the area of photonic design automation

57 4 Updated Feb 7, 2024

A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022

Python 34 3 Updated Sep 14, 2023

SRAM Failure Rate Estimation

C++ 4 Updated Nov 13, 2017

This is the repo for multi-corner parametric yield estimation by Bayesian Inference

MATLAB 1 Updated Dec 8, 2019

This is the code for multi-corner failure rate estimation published on TCAD.

MATLAB 1 Updated Dec 8, 2019

Final project in Introduction to Functional Programming-From C/C++ to Haskell at Fudan Univ.

Haskell 3 Updated Dec 2, 2019

A simulator with programmable photonics and differentiability emphasis

Jupyter Notebook 6 1 Updated Jun 19, 2024

My Own Solution Manual of PRML

969 128 Updated Apr 5, 2021

Code for our paper 'Learning from Multiple Annotator Noisy Labels via Sample-wise Label Fusion' published on ECCV 2022

Python 10 Updated Jul 27, 2022

[ECCV 2022] Tackling Long-Tailed Category Distribution Under Domain Shifts

Python 18 2 Updated Nov 29, 2022

Code for our paper 'Automatic Synthesis of Broadband Silicon Photonic Devices via Bayesian Optimization'

Python 12 1 Updated May 17, 2024

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Jupyter Notebook 1,869 304 Updated Oct 20, 2023

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

Python 1,459 325 Updated Apr 19, 2024

[ICCV 2021] Multimodal Knowledge Expansion

Jupyter Notebook 10 Updated Aug 28, 2021
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