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Better Generic Objects Counting When Asking Questions to Images: A Multitask approach for Remote Sensing Visual Question Answering

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Distributional Regression and Autoregression via Optimal Transport

Laya Ghodrati

We present a framework for performing regression when both covariate and response are probability distributions on a compact and convex subset of

\R^d

. Our regression model is based on the theory of optimal transport and links the conditional Fr'echet m ...

EPFL2023

Better Generic Objects Counting When Asking Questions to Images: A Multitask approach for Remote Sensing Visual Question Answering

Graph Chatbot

Chattez avec Graph Search

Multi-task prompt-RSVQA to explicitly count objects on aerial images

Distributional Regression and Autoregression via Optimal Transport

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Composite Relationship Fields with Transformers for Scene Graph Generation

Prompt–RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering

RSVQA Meets Bigearthnet: A New, Large-Scale, Visual Question Answering Dataset for Remote Sensing

Counting People by Estimating People Flows

Physics-enhanced machine learning with symmetry-adapted and long-range representations

Learning How to Walk: Warm-starting Optimal Control Solver with Memory of Motion

A Global-Local Approach For Detecting Hotspots In Multiple-Response Regression

Distributional Regression and Autoregression via Optimal Transport

Composite Relationship Fields with Transformers for Scene Graph Generation

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Counting People by Estimating People Flows

A Global-Local Approach For Detecting Hotspots In Multiple-Response Regression

Physics-enhanced machine learning with symmetry-adapted and long-range representations

Prompt–RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering

Multi-task prompt-RSVQA to explicitly count objects on aerial images

RSVQA Meets Bigearthnet: A New, Large-Scale, Visual Question Answering Dataset for Remote Sensing

Learning How to Walk: Warm-starting Optimal Control Solver with Memory of Motion