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06/02/2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
Denoising diffusion probabilistic models have transformed image generati...
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02/28/2023
Monocular Depth Estimation using Diffusion Models
We formulate monocular depth estimation using denoising diffusion models...
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10/12/2022
A Generalist Framework for Panoptic Segmentation of Images and Videos
Panoptic segmentation assigns semantic and instance ID labels to every p...
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06/15/2022
A Unified Sequence Interface for Vision Tasks
While language tasks are naturally expressed in a single, unified, model...
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05/23/2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
We present Imagen, a text-to-image diffusion model with an unprecedented...
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05/08/2022
A Surface Energy Balance Model for Predicting Temperature Evolution of Random-Shaped Smoldering Objects in Open Environments
In this paper, a new computational model, Temperature Evolution of Rando...
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09/22/2021
Pix2seq: A Language Modeling Framework for Object Detection
This paper presents Pix2Seq, a simple and generic framework for object d...
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02/01/2021
Machine learning pipeline for battery state of health estimation
Lithium-ion batteries are ubiquitous in modern day applications ranging ...
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04/16/2020
Non-Autoregressive Machine Translation with Latent Alignments
This paper investigates two latent alignment models for non-autoregressi...
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03/03/2017