research
∙
10/26/2022
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective
Teaching neural models to generate narrative coherent texts is a critica...
share
research
∙
03/17/2022
PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation
Despite recent progress of pre-trained language models on generating flu...
research
∙
09/14/2021
Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward
Controllable text generation is an appealing but challenging task, which...
research
∙
04/17/2021
Context-Aware Interaction Network for Question Matching
Impressive milestones have been achieved in text matching by adopting a ...
research
∙
07/20/2020
Non-Local Spatial Propagation Network for Depth Completion
In this paper, we propose a robust and efficient end-to-end non-local sp...
research
∙
03/02/2020
Gated Fusion Network for Degraded Image Super Resolution
Single image super resolution aims to enhance image quality with respect...
research
∙
09/04/2019
An Entity-Driven Framework for Abstractive Summarization
Abstractive summarization systems aim to produce more coherent and conci...
research
∙
06/09/2019
Argument Generation with Retrieval, Planning, and Realization
Automatic argument generation is an appealing but challenging task. In t...
research
∙
12/16/2018
Efficient Super Resolution Using Binarized Neural Network
Deep convolutional neural networks (DCNNs) have recently demonstrated hi...
research
∙
09/12/2018
Safe Navigation with Human Instructions in Complex Scenes
In this paper, we present a robotic navigation algorithm with natural la...
research
∙
07/27/2018
Gated Fusion Network for Joint Image Deblurring and Super-Resolution
Single-image super-resolution is a fundamental task for vision applicati...
research
∙
06/25/2018
Learning-based Feedback Controller for Deformable Object Manipulation
In this paper, we present a general learning-based framework to automati...
research
∙
05/15/2018
Learning to Deblur Images with Exemplars
Human faces are one interesting object class with numerous applications....
research
∙
02/27/2018
Cloth Manipulation Using Random Forest-Based Controller Parametrization
We present a novel approach for robust manipulation of high-DOF deformab...
research
∙
12/07/2017
Multi-Scale Video Frame-Synthesis Network with Transitive Consistency Loss
Traditional approaches to interpolating/extrapolating frames in a video ...
research
∙
10/18/2017