Piyushi Manupriya's repositories
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)
Sparse-UOT
Code for our ICML '24 paper, "Submodular framework for structured-sparse optimal transport".
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.
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
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
NeuralOptimalTransport
PyTorch implementation of "Neural Optimal Transport" (ICLR 2023)
ott
Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.
PLOT
[ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
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