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08/08/2023
Optimizing Adaptive Video Streaming with Human Feedback
Quality of Experience (QoE)-driven adaptive bitrate (ABR) algorithms are...
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07/28/2022
Neural Strands: Learning Hair Geometry and Appearance from Multi-View Images
We present Neural Strands, a novel learning framework for modeling accur...
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07/22/2022
Multiface: A Dataset for Neural Face Rendering
Photorealistic avatars of human faces have come a long way in recent yea...
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07/20/2022
Drivable Volumetric Avatars using Texel-Aligned Features
Photorealistic telepresence requires both high-fidelity body modeling an...
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06/30/2022
Dressing Avatars: Deep Photorealistic Appearance for Physically Simulated Clothing
Despite recent progress in developing animatable full-body avatars, real...
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06/07/2022
Garment Avatars: Realistic Cloth Driving using Pattern Registration
Virtual telepresence is the future of online communication. Clothing is ...
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06/28/2021
Modeling Clothing as a Separate Layer for an Animatable Human Avatar
We have recently seen great progress in building photorealistic animatab...
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05/21/2021
Driving-Signal Aware Full-Body Avatars
We present a learning-based method for building driving-signal aware ful...
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09/22/2020
MonoClothCap: Towards Temporally Coherent Clothing Capture from Monocular RGB Video
We present a method to capture temporally coherent dynamic clothing defo...
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06/08/2020
Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels
Learning latent representations of registered meshes is useful for many ...
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10/24/2019
Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning
Human beings are able to master a variety of knowledge and skills with o...
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08/16/2019
Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs
Federated learning (FL) enables on-device training over distributed netw...
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08/06/2019
Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning
Learning-based Adaptive Bit Rate (ABR) method, aiming to learn outstandi...
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05/16/2019
Reactive Video Caching via long-short-term fusion approach
Video caching has been a basic network functionality in today's network ...
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11/15/2018