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07/02/2023
Goal-oriented Tensor: Beyond Age of Information Towards Semantics-Empowered Goal-Oriented Communications
Optimizations premised on open-loop metrics such as Age of Information (...
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06/09/2023
Boosting Fast and High-Quality Speech Synthesis with Linear Diffusion
Denoising Diffusion Probabilistic Models have shown extraordinary abilit...
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03/22/2023
AUTO: Adaptive Outlier Optimization for Online Test-Time OOD Detection
Out-of-distribution (OOD) detection is a crucial aspect of deploying mac...
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03/17/2023
MODIFY: Model-driven Face Stylization without Style Images
Existing face stylization methods always acquire the presence of the tar...
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02/25/2023
Dependency Dialogue Acts – Annotation Scheme and Case Study
In this paper, we introduce Dependency Dialogue Acts (DDA), a novel fram...
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11/30/2022
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification
The main challenge for fine-grained few-shot image classification is to ...
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11/23/2022
Rega-Net:Retina Gabor Attention for Deep Convolutional Neural Networks
Extensive research works demonstrate that the attention mechanism in con...
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11/21/2022
Vision Transformer with Super Token Sampling
Vision transformer has achieved impressive performance for many vision t...
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10/26/2022
OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification
Extreme multi-label text classification (XMTC) is the task of finding th...
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08/06/2022
DeepGen: Diverse Search Ad Generation and Real-Time Customization
We present DeepGen, a system deployed at web scale for automatically cre...
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07/26/2022
Modeling the Social Influence of COVID-19 via Personalized Propagation with Deep Learning
Social influence prediction has permeated many domains, including market...
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06/16/2022
"Understanding Robustness Lottery": A Comparative Visual Analysis of Neural Network Pruning Approaches
Deep learning approaches have provided state-of-the-art performance in m...
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03/02/2022
Styleverse: Towards Identity Stylization across Heterogeneous Domains
We propose a new challenging task namely IDentity Stylization (IDS) acro...
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12/18/2021
Improving Subgraph Recognition with Variational Graph Information Bottleneck
Subgraph recognition aims at discovering a compressed substructure of a ...
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05/26/2021
Database Workload Characterization with Query Plan Encoders
Smart databases are adopting artificial intelligence (AI) technologies t...
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11/29/2020
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification
Few-shot learning for fine-grained image classification has gained recen...
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10/26/2020
P^2 Net: Augmented Parallel-Pyramid Net for Attention Guided Pose Estimation
We propose an augmented Parallel-Pyramid Net (P^2 Net) with feature refi...
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06/27/2020
ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification
Despite achieving state-of-the-art performance, deep learning methods ge...
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06/03/2020
Reference Guided Face Component Editing
Face portrait editing has achieved great progress in recent years. Howev...
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04/20/2020
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer
A deep neural network of multiple nonlinear layers forms a large functio...
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03/17/2020
Augmented Parallel-Pyramid Net for Attention Guided Pose-Estimation
The target of human pose estimation is to determine body part or joint l...
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01/05/2020
Informative Sample Mining Network for Multi-Domain Image-to-Image Translation
The performance of multi-domain image-to-image translation has been sign...
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12/31/2019
Learning 3D Human Shape and Pose from Dense Body Parts
Reconstructing 3D human shape and pose from a monocular image is challen...
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09/16/2019
PSGAN: Pose-Robust Spatial-Aware GAN for Customizable Makeup Transfer
We propose a novel Pose-robust Spatial-aware GAN (PSGAN) for transferrin...
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06/30/2019
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes
Automatically analyzing dialogue can help understand and guide behavior ...
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04/14/2019
Biphasic Learning of GANs for High-Resolution Image-to-Image Translation
Despite that the performance of image-to-image translation has been sign...
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02/10/2019
Cross-spectral Face Completion for NIR-VIS Heterogeneous Face Recognition
Near infrared-visible (NIR-VIS) heterogeneous face recognition refers to...
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01/07/2019
Location-Centered House Price Prediction: A Multi-Task Learning Approach
Accurate house prediction is of great significance to various real estat...
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09/09/2018
Geometry-Aware Face Completion and Editing
Face completion is a challenging generation task because it requires gen...
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06/22/2018
Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization
Face frontalization refers to the process of synthesizing the frontal vi...
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02/21/2018
Load Balanced GANs for Multi-view Face Image Synthesis
Multi-view face synthesis from a single image is an ill-posed problem an...
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07/31/2017
An Effective Training Method For Deep Convolutional Neural Network
In this paper, we propose the nonlinearity generation method to speed up...
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06/15/2017