Piyushi-0

my-understanding-of-ML-Theory

Sparse-UOT

Code for our ICML '24 paper, "Submodular framework for structured-sparse optimal transport".

LessIsMoreICLR24

[ICLR 2024 Oral] Less is More: Fewer Interpretable Region via Submodular Subset Selection

MMD-reg-OT

Code for our TMLR '24 Journal: MMD-Regularized UOT.

sampling_diffusion

Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (SBM@NeurIPS2022)

SEA-NN

Code for our AISTATS '22 paper: Improving Attribution Methods by Learning Submodular Functions.

w2ot

Euclidean Wasserstein-2 optimal transportation

ADM-ES

[ICLR 2024] Official code for the paper 'Elucidating the Exposure Bias in Diffusion Models'

condot

Supervised Training of Conditional Monge Maps

COT

Code for our AISTATS '24 paper: Consistent Optimal Transport with Empirical Conditional Measures.

BanditQ_UAI24

Implementation of the BanditQ policy described in our UAI 2024 paper (https://www.tifr.res.in/~abhishek.sinha/files/BanditQ_UAI24.pdf)

DDPM-IP

[ICML 2023] official implementation for "Input Perturbation Reduces Exposure Bias in Diffusion Models"

EMO

Official repository of the ICLR 2024 paper "EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling"(https://arxiv.org/abs/2310.04691)

FedLF

FedOTP

Global and Local Prompts Cooperation via Optimal Transport for Federated Learning

FedW

Implementation of FedBary

fedwad

gradient

Code base for NeurIPS 2022 paper Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation.

GSOT

Python implementation of group sparse optimal transport

inVAE

Invariant Representation learning

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

mimic_sepsis

Sepsis cohort from MIMIC dataset

MoE

Towards Understanding the Mixture-of-Experts Layer in Deep Learning

ott

Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.

salad

Optimal Transport Aggregation for Visual Place Recognition

shortest-path-diffusion

Official code for the paper "Image generation with shortest path diffusion" accepted at ICML 2023.

skills-publish-packages

My clone repository

uotod

Unbalanced Optimal Transport: A Unified Framework for Object Detection

Wasserstein-Geodesic-Generator-for-Conditional-Distributions

WDP