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10/29/2022
Auxo: Heterogeneity-Mitigating Federated Learning via Scalable Client Clustering
Federated learning (FL) is an emerging machine learning (ML) paradigm th...
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07/27/2022
End-to-end Graph-constrained Vectorized Floorplan Generation with Panoptic Refinement
The automatic generation of floorplans given user inputs has great poten...
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03/22/2022
PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo
We present a novel framework named PlaneMVS for 3D plane reconstruction ...
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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...
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03/17/2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning
Vision-Language Pre-training (VLP) has achieved impressive performance o...
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03/17/2022
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training
Due to the limitations of the model structure and pre-training objective...
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10/25/2021
SgSum: Transforming Multi-document Summarization into Sub-graph Selection
Most of existing extractive multi-document summarization (MDS) methods s...
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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...
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12/31/2020
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning
Existed pre-training methods either focus on single-modal tasks or multi...
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05/20/2020
Leveraging Graph to Improve Abstractive Multi-Document Summarization
Graphs that capture relations between textual units have great benefits ...
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05/05/2020
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer
Unsupervised style transfer aims to change the style of an input sentenc...
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07/30/2019
An Empirical Study of Propagation-based Methods for Video Object Segmentation
While propagation-based approaches have achieved state-of-the-art perfor...
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05/16/2018