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08/11/2023
Thinking Like an Expert:Multimodal Hypergraph-of-Thought (HoT) Reasoning to boost Foundation Modals
Reasoning ability is one of the most crucial capabilities of a foundatio...
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07/31/2023
Poly-MOT: A Polyhedral Framework For 3D Multi-Object Tracking
3D Multi-object tracking (MOT) empowers mobile robots to accomplish well...
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05/19/2023
Text2NeRF: Text-Driven 3D Scene Generation with Neural Radiance Fields
Text-driven 3D scene generation is widely applicable to video gaming, fi...
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03/09/2023
3D Video Loops from Asynchronous Input
Looping videos are short video clips that can be looped endlessly withou...
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02/27/2023
TOT: Topology-Aware Optimal Transport For Multimodal Hate Detection
Multimodal hate detection, which aims to identify harmful content online...
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11/21/2022
Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars
3D-aware generative adversarial networks (GANs) synthesize high-fidelity...
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11/21/2022
A Benchmark of Video-Based Clothes-Changing Person Re-Identification
Person re-identification (Re-ID) is a classical computer vision task and...
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10/16/2022
A Policy-based Approach to the SpecAugment Method for Low Resource E2E ASR
SpecAugment is a very effective data augmentation method for both HMM an...
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09/06/2022
CAMO-MOT: Combined Appearance-Motion Optimization for 3D Multi-Object Tracking with Camera-LiDAR Fusion
3D Multi-object tracking (MOT) ensures consistency during continuous dyn...
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08/11/2022
FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing
We propose a Few-shot Dynamic Neural Radiance Field (FDNeRF), the first ...
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07/31/2022
Formal guarantees for heuristic optimization algorithms used in machine learning
Recently, Stochastic Gradient Descent (SGD) and its variants have become...
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07/01/2022
Neural Parameterization for Dynamic Human Head Editing
Implicit radiance functions emerged as a powerful scene representation f...
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03/27/2022
UV Volumes for Real-time Rendering of Editable Free-view Human Performance
Neural volume rendering has been proven to be a promising method for eff...
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11/30/2021
FENeRF: Face Editing in Neural Radiance Fields
Previous portrait image generation methods roughly fall into two categor...
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11/30/2021
Hallucinated Neural Radiance Fields in the Wild
Neural Radiance Fields (NeRF) has recently gained popularity for its imp...
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11/29/2021
Deblur-NeRF: Neural Radiance Fields from Blurry Images
Neural Radiance Field (NeRF) has gained considerable attention recently ...
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04/18/2021
Let's See Clearly: Contaminant Artifact Removal for Moving Cameras
Contaminants such as dust, dirt and moisture adhering to the camera lens...
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08/10/2020
Deep Sketch-guided Cartoon Video Synthesis
We propose a novel framework to produce cartoon videos by fetching the c...
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09/30/2019
GraphRQI: Classifying Driver Behaviors Using Graph Spectrums
We present a novel algorithm (GraphRQI) to identify driver behaviors fro...
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09/20/2019
Document Rectification and Illumination Correction using a Patch-based CNN
We propose a novel learning method to rectify document images with vario...
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09/08/2019
Blind Geometric Distortion Correction on Images Through Deep Learning
We propose the first general framework to automatically correct differen...
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06/13/2018
Natural Language Processing for EHR-Based Computational Phenotyping
This article reviews recent advances in applying natural language proces...
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06/13/2018
Using Clinical Narratives and Structured Data to Identify Distant Recurrences in Breast Cancer
Accurately identifying distant recurrences in breast cancer from the Ele...
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05/21/2018
On the Convergence of Stochastic Gradient Descent with Adaptive Stepsizes
Stochastic gradient descent is the method of choice for large scale opti...
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07/26/2016
Machine Learned Resume-Job Matching Solution
Job search through online matching engines nowadays are very prominent a...
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11/05/2015