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07/14/2023
DreamTeacher: Pretraining Image Backbones with Deep Generative Models
In this work, we introduce a self-supervised feature representation lear...
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04/19/2023
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models
Automatically generating high-quality real world 3D scenes is of enormou...
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04/18/2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models
Latent Diffusion Models (LDMs) enable high-quality image synthesis while...
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06/06/2022
Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps
Modern image generative models show remarkable sample quality when train...
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01/12/2022
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations
Annotating images with pixel-wise labels is a time-consuming and costly ...
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11/04/2021
EditGAN: High-Precision Semantic Image Editing
Generative adversarial networks (GANs) have recently found applications ...
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04/30/2021
DriveGAN: Towards a Controllable High-Quality Neural Simulation
Realistic simulators are critical for training and verifying robotics sy...
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02/07/2021
Self-supervised driven consistency training for annotation efficient histopathology image analysis
Training a neural network with a large labeled dataset is still a domina...
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08/17/2020
Edge Network-Assisted Real-Time Object Detection Framework for Autonomous Driving
Autonomous vehicles (AVs) can achieve the desired results within a short...
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05/25/2020
Learning to Simulate Dynamic Environments with GameGAN
Simulation is a crucial component of any robotic system. In order to sim...
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12/30/2019
The Shmoop Corpus: A Dataset of Stories with Loosely Aligned Summaries
Understanding stories is a challenging reading comprehension problem for...
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11/20/2019
W-Net: Two-stage U-Net with misaligned data for raw-to-RGB mapping
Recent research on a learning mapping between raw Bayer images and RGB i...
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11/18/2019
Capturing Hand Articulations using Recurrent Neural Network for 3D Hand Pose Estimation
3D hand pose estimation from a single depth image plays an important rol...
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05/22/2019
PEPSI++: Fast and Lightweight Network for Image Inpainting
Generative adversarial network (GAN)-based image inpainting methods whic...
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10/03/2018
Cascaded Pyramid Network for 3D Human Pose Estimation Challenge
Over the past decade, there has been a growing interest in human pose es...
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06/06/2018