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11/17/2022
SPACEx: Speech-driven Portrait Animation with Controllable Expression
Animating portraits using speech has received growing attention in recen...
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10/04/2022
Implicit Warping for Animation with Image Sets
We present a new implicit warping framework for image animation using se...
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12/14/2021
AdaViT: Adaptive Tokens for Efficient Vision Transformer
We introduce AdaViT, a method that adaptively adjusts the inference cost...
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12/09/2021
Multimodal Conditional Image Synthesis with Product-of-Experts GANs
Existing conditional image synthesis frameworks generate images based on...
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04/15/2021
GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds
We present GANcraft, an unsupervised neural rendering framework for gene...
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04/15/2021
See through Gradients: Image Batch Recovery via GradInversion
Training deep neural networks requires gradient estimation from data bat...
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11/30/2020
One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing
We propose a neural talking-head video synthesis model and demonstrate i...
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08/06/2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications
The generative adversarial network (GAN) framework has emerged as a powe...
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07/16/2020
World-Consistent Video-to-Video Synthesis
Video-to-video synthesis (vid2vid) aims for converting high-level semant...
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12/18/2019
Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion
We introduce DeepInversion, a new method for synthesizing images from th...
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12/16/2019
UNAS: Differentiable Architecture Search Meets Reinforcement Learning
Neural architecture search (NAS) aims to discover network architectures ...
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06/25/2019
Importance Estimation for Neural Network Pruning
Structural pruning of neural network parameters reduces computation, ene...
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05/28/2019
Union Visual Translation Embedding for Visual Relationship Detection and Scene Graph Generation
Relations amongst entities play a central role in image understanding. D...
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05/05/2019
Few-Shot Unsupervised Image-to-Image Translation
Unsupervised image-to-image translation methods learn to map images in a...
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01/19/2018
Piggyback: Adding Multiple Tasks to a Single, Fixed Network by Learning to Mask
This work presents a method for adding multiple tasks to a single, fixed...
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11/15/2017
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning
This paper presents a method for adding multiple tasks to a single deep ...
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03/18/2017
Recurrent Models for Situation Recognition
This work proposes Recurrent Neural Network (RNN) models to predict stru...
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11/21/2016
Phrase Localization and Visual Relationship Detection with Comprehensive Image-Language Cues
This paper presents a framework for localization or grounding of phrases...
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11/01/2016
Solving Visual Madlibs with Multiple Cues
This paper presents an approach for answering fill-in-the-blank multiple...
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04/16/2016
Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering
This paper proposes deep convolutional network models that utilize local...
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07/22/2015
Part Localization using Multi-Proposal Consensus for Fine-Grained Categorization
We present a simple deep learning framework to simultaneously predict ke...
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02/19/2015