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07/29/2023
Effective Whole-body Pose Estimation with Two-stages Distillation
Whole-body pose estimation localizes the human body, hand, face, and foo...
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07/19/2023
MODA: Mapping-Once Audio-driven Portrait Animation with Dual Attentions
Audio-driven portrait animation aims to synthesize portrait videos that ...
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06/20/2023
Audio-Driven 3D Facial Animation from In-the-Wild Videos
Given an arbitrary audio clip, audio-driven 3D facial animation aims to ...
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06/02/2023
Enhancing the Protein Tertiary Structure Prediction by Multiple Sequence Alignment Generation
The field of protein folding research has been greatly advanced by deep ...
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05/24/2023
L-CAD: Language-based Colorization with Any-level Descriptions
Language-based colorization produces plausible and visually pleasing col...
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04/19/2023
Progressive-Hint Prompting Improves Reasoning in Large Language Models
The performance of Large Language Models (LLMs) in reasoning tasks depen...
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04/11/2023
User Adaptive Language Learning Chatbots with a Curriculum
Along with the development of systems for natural language understanding...
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03/24/2023
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation
This paper raises the new task of Fisheye Semantic Completion (FSC), whe...
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03/22/2023
Make Encoder Great Again in 3D GAN Inversion through Geometry and Occlusion-Aware Encoding
3D GAN inversion aims to achieve high reconstruction fidelity and reason...
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03/14/2023
Evaluation of ChatGPT as a Question Answering System for Answering Complex Questions
ChatGPT is a powerful large language model (LLM) that has made remarkabl...
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02/10/2023
POSGen: Personalized Opening Sentence Generation for Online Insurance Sales
The insurance industry is shifting their sales mode from offline to onli...
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02/04/2023
LipFormer: Learning to Lipread Unseen Speakers based on Visual-Landmark Transformers
Lipreading refers to understanding and further translating the speech of...
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01/14/2023
Drug Synergistic Combinations Predictions via Large-Scale Pre-Training and Graph Structure Learning
Drug combination therapy is a well-established strategy for disease trea...
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12/20/2022
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization
Dialogue summarization has recently garnered significant attention due t...
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12/16/2022
DQnet: Cross-Model Detail Querying for Camouflaged Object Detection
Camouflaged objects are seamlessly blended in with their surroundings, w...
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11/30/2022
An Empirical Study on the Efficacy of Deep Active Learning for Image Classification
Deep Active Learning (DAL) has been advocated as a promising method to r...
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11/26/2022
Learning Single Image Defocus Deblurring with Misaligned Training Pairs
By adopting popular pixel-wise loss, existing methods for defocus deblur...
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10/22/2022
Robots-Dont-Cry: Understanding Falsely Anthropomorphic Utterances in Dialog Systems
Dialog systems are often designed or trained to output human-like respon...
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10/11/2022
Robust Human Matting via Semantic Guidance
Automatic human matting is highly desired for many real applications. We...
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10/10/2022
GTAV-NightRain: Photometric Realistic Large-scale Dataset for Night-time Rain Streak Removal
Rain is transparent, which reflects and refracts light in the scene to t...
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08/06/2022
Deep Learning-enabled Spatial Phase Unwrapping for 3D Measurement
In terms of 3D imaging speed and system cost, the single-camera system p...
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08/01/2022
A Simulation Study of Passing Drivers' Responses to the Automated Truck-Mounted Attenuator System in Road Maintenance
The Autonomous Truck-Mounted Attenuator (ATMA) system is a lead-follower...
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07/31/2022
Using Chatbots to Teach Languages
This paper reports on progress towards building an online language learn...
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07/08/2022
A Multi-tasking Model of Speaker-Keyword Classification for Keeping Human in the Loop of Drone-assisted Inspection
Audio commands are a preferred communication medium to keep inspectors i...
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07/04/2022
E2Efold-3D: End-to-End Deep Learning Method for accurate de novo RNA 3D Structure Prediction
RNA structure determination and prediction can promote RNA-targeted drug...
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05/26/2022
Efficient U-Transformer with Boundary-Aware Loss for Action Segmentation
Action classification has made great progress, but segmenting and recogn...
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04/26/2022
Learning Dual-Pixel Alignment for Defocus Deblurring
It is a challenging task to recover all-in-focus image from a single def...
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04/25/2022
"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs
Multi-action dialog policy (MADP), which generates multiple atomic dialo...
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04/22/2022
Parameter-robust Braess-Sarazin-type smoothers for linear elasticity problems
In this work, we propose three Braess-Sarazin-type multigrid relaxation ...
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04/18/2022
Temporally Efficient Vision Transformer for Video Instance Segmentation
Recently vision transformer has achieved tremendous success on image-lev...
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03/15/2022
A physics and data co-driven surrogate modeling approach for temperature field prediction on irregular geometric domain
In the whole aircraft structural optimization loop, thermal analysis pla...
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02/15/2022
SODAR: Segmenting Objects by DynamicallyAggregating Neighboring Mask Representations
Recent state-of-the-art one-stage instance segmentation model SOLO divid...
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01/24/2022
Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval
The task of hot-refresh model upgrades of image retrieval systems plays ...
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01/24/2022
What You See is Not What the Network Infers: Detecting Adversarial Examples Based on Semantic Contradiction
Adversarial examples (AEs) pose severe threats to the applications of de...
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01/18/2022
Active Learning for Open-set Annotation
Existing active learning studies typically work in the closed-set settin...
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12/15/2021
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information
Conversational recommendation systems (CRS) engage with users by inferri...
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12/15/2021
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation
Knowledge-grounded dialogue systems are challenging to build due to the ...
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12/05/2021
Contrastive Cycle Adversarial Autoencoders for Single-cell Multi-omics Alignment and Integration
Muilti-modality data are ubiquitous in biology, especially that we have ...
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11/18/2021
CLMB: deep contrastive learning for robust metagenomic binning
The reconstruction of microbial genomes from large metagenomic datasets ...
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11/12/2021
GCGE: A Package for Solving Large Scale Eigenvalue Problems by Parallel Block Damping Inverse Power Method
We propose an eigensolver and the corresponding package, GCGE, for solvi...
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11/11/2021
HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides
Identifying the targets of an antimicrobial peptide is a fundamental ste...
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10/28/2021
Generalized Anomaly Detection
We study anomaly detection for the case when the normal class consists o...
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10/19/2021
Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations
User interest exploration is an important and challenging topic in recom...
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09/23/2021
Orthogonal Graph Neural Networks
Graph neural networks (GNNs) have received tremendous attention due to t...
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09/06/2021
Crash Report Data Analysis for Creating Scenario-Wise, Spatio-Temporal Attention Guidance to Support Computer Vision-based Perception of Fatal Crash Risks
Reducing traffic fatalities and serious injuries is a top priority of th...
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09/06/2021
A Virtual Reality-based Training and Assessment System for Bridge Inspectors with an Assistant Drone
Over 600,000 bridges in the U.S. must be inspected every two years to id...
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09/02/2021
A Physics-Data-Driven Bayesian Method for Heat Conduction Problems
In this study, a novel physics-data-driven Bayesian method named Heat Co...
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08/19/2021
Towards Vivid and Diverse Image Colorization with Generative Color Prior
Colorization has attracted increasing interest in recent years. Classic ...
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08/09/2021
Spatial-Temporal Deep Intention Destination Networks for Online Travel Planning
Nowadays, artificial neural networks are widely used for users' online t...
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08/07/2021