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06/28/2023
SeMLaPS: Real-time Semantic Mapping with Latent Prior Networks and Quasi-Planar Segmentation
The availability of real-time semantics greatly improves the core geomet...
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04/27/2023
Co-SLAM: Joint Coordinate and Sparse Parametric Encodings for Neural Real-Time SLAM
We present Co-SLAM, a neural RGB-D SLAM system based on a hybrid represe...
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04/02/2023
MalIoT: Scalable and Real-time Malware Traffic Detection for IoT Networks
The machine learning approach is vital in Internet of Things (IoT) malwa...
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12/12/2022
CTT-Net: A Multi-view Cross-token Transformer for Cataract Postoperative Visual Acuity Prediction
Surgery is the only viable treatment for cataract patients with visual a...
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08/24/2022
Visual Subtitle Feature Enhanced Video Outline Generation
With the tremendously increasing number of videos, there is a great dema...
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06/29/2022
GO-Surf: Neural Feature Grid Optimization for Fast, High-Fidelity RGB-D Surface Reconstruction
We present GO-Surf, a direct feature grid optimization method for accura...
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06/23/2022
Weighted Concordance Index Loss-based Multimodal Survival Modeling for Radiation Encephalopathy Assessment in Nasopharyngeal Carcinoma Radiotherapy
Radiation encephalopathy (REP) is the most common complication for nasop...
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06/07/2022
Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans
In the management of lung nodules, we are desirable to predict nodule ev...
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12/02/2021
Controllable Video Captioning with an Exemplar Sentence
In this paper, we investigate a novel and challenging task, namely contr...
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08/21/2021
DSP-SLAM: Object Oriented SLAM with Deep Shape Priors
We propose DSP-SLAM, an object-oriented SLAM system that builds a rich a...
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05/27/2021
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval
With the need of fast retrieval speed and small memory footprint, docume...
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07/21/2020
Recurrent Exposure Generation for Low-Light Face Detection
Face detection from low-light images is challenging due to limited photo...
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07/04/2020
Deep Bilateral Retinex for Low-Light Image Enhancement
Low-light images, i.e. the images captured in low-light conditions, suff...
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03/18/2020
STH: Spatio-Temporal Hybrid Convolution for Efficient Action Recognition
Effective and Efficient spatio-temporal modeling is essential for action...
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03/16/2020
Weakly-Supervised Multi-Level Attentional Reconstruction Network for Grounding Textual Queries in Videos
The task of temporally grounding textual queries in videos is to localiz...
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12/18/2019
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis
Cancer diagnosis, prognosis and therapeutic response predictions are bas...
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10/31/2019
Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos
Temporal sentence grounding in videos aims to detect and localize one ta...
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10/29/2019
Weakly Supervised Prostate TMA Classification via Graph Convolutional Networks
Histology-based grade classification is clinically important for many ca...
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10/23/2019
Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding
Convolutional neural networks can be trained to perform histology slide ...
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09/11/2019
Temporally Grounding Language Queries in Videos by Contextual Boundary-aware Prediction
The task of temporally grounding language queries in videos is to tempor...
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08/27/2019
Controllable Video Captioning with POS Sequence Guidance Based on Gated Fusion Network
In this paper, we propose to guide the video caption generation with Par...
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07/30/2019
An alarm prediction framework for financial IT system using hybrid machine learning methods
Informatization grows rapidly in all walks of life, going with the enhan...
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09/29/2018
Non-local NetVLAD Encoding for Video Classification
This paper describes our solution for the 2^nd YouTube-8M video understa...
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03/31/2018