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03/13/2023
MRET: Multi-resolution Transformer for Video Quality Assessment
No-reference video quality assessment (NR-VQA) for user generated conten...
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06/04/2022
MACC: Cross-Layer Multi-Agent Congestion Control with Deep Reinforcement Learning
Congestion Control (CC), as the core networking task to efficiently util...
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06/20/2021
Exploring Semantic Relationships for Unpaired Image Captioning
Recently, image captioning has aroused great interest in both academic a...
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08/11/2020
Text as Neural Operator: Image Manipulation by Text Instruction
In this paper, we study a new task that allows users to edit an input im...
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04/07/2020
Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation
Many tasks in computer vision and graphics fall within the framework of ...
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12/11/2018
Diagnostic Visualization for Deep Neural Networks Using Stochastic Gradient Langevin Dynamics
The internal states of most deep neural networks are difficult to interp...
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11/29/2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE
Most existing methods for conditional image synthesis are only able to g...
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02/05/2018
One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning
Humans and animals are capable of learning a new behavior by observing o...
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10/12/2017
Deep Imitation Learning for Complex Manipulation Tasks from Virtual Reality Teleoperation
Imitation learning is a powerful paradigm for robot skill acquisition. H...
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09/14/2017
One-Shot Visual Imitation Learning via Meta-Learning
In order for a robot to be a generalist that can perform a wide range of...
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09/28/2016