Mehdi S. M. Sajjadi | DeepAI

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∙ 04/03/2023

RePAST: Relative Pose Attention Scene Representation Transformer

The Scene Representation Transformer (SRT) is a recent method to render ...

0 Aleksandr Safin, et al. ∙

∙ 03/06/2023

PaLM-E: An Embodied Multimodal Language Model

Large language models excel at a wide range of complex tasks. However, e...

0 Danny Driess, et al. ∙

∙ 12/01/2021

RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs

Neural Radiance Fields (NeRF) have emerged as a powerful representation ...

0 Michael Niemeyer, et al. ∙

∙ 11/25/2021

NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes

We present NeSF, a method for producing 3D semantic fields from posed RG...

0 Suhani Vora, et al. ∙

∙ 11/25/2021

Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations

A classical problem in computer vision is to infer a 3D scene representa...

0 Mehdi S. M. Sajjadi, et al. ∙

∙ 08/05/2020

NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections

We present a learning-based method for synthesizing novel views of compl...

0 Ricardo Martin-Brualla, et al. ∙

∙ 03/29/2019

From Variational to Deterministic Autoencoders

Variational Autoencoders (VAEs) provide a theoretically-backed framework...

28 Partha Ghosh, et al. ∙

∙ 07/20/2018

Photorealistic Video Super Resolution

With the advent of perceptual loss functions, new possibilities in super...

4 Eduardo Pérez-Pellitero, et al. ∙

∙ 05/31/2018

Assessing Generative Models via Precision and Recall

Recent advances in generative modeling have led to an increased interest...

0 Mehdi S. M. Sajjadi, et al. ∙

∙ 02/12/2018

Tempered Adversarial Networks

Generative adversarial networks (GANs) have been shown to produce realis...

0 Mehdi S. M. Sajjadi, et al. ∙

∙ 01/14/2018

Frame-Recurrent Video Super-Resolution

Recent advances in video super-resolution have shown that convolutional ...

0 Mehdi S. M. Sajjadi, et al. ∙

∙ 12/23/2016

EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis

Single image super-resolution is the task of inferring a high-resolution...

0 Mehdi S. M. Sajjadi, et al. ∙

∙ 09/06/2016

Depth Estimation Through a Generative Model of Light Field Synthesis

Light field photography captures rich structural information that may fa...

0 Mehdi S. M. Sajjadi, et al. ∙

∙ 06/02/2015

Peer Grading in a Course on Algorithms and Data Structures: Machine Learning Algorithms do not Improve over Simple Baselines

Peer grading is the process of students reviewing each others' work, suc...

0 Mehdi S. M. Sajjadi, et al. ∙

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