Piyushi Manupriya's repositories
MMD-reg-OT
Code for our TMLR '24 Journal: MMD-Regularized UOT.
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
sampling_diffusion
Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (SBM@NeurIPS2022)
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)
FedOTP
Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
FedW
Implementation of FedBary
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
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