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11/17/2022
3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation
3D generative models have been recently successful in generating realist...
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10/20/2022
Visual-Semantic Contrastive Alignment for Few-Shot Image Classification
Few-Shot learning aims to train and optimize a model that can adapt to u...
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10/16/2022
Realistic, Animatable Human Reconstructions for Virtual Fit-On
We present an end-to-end virtual try-on pipeline, that can fit different...
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09/12/2022
Vision Transformer with Convolutional Encoder-Decoder for Hand Gesture Recognition using 24 GHz Doppler Radar
Transformers combined with convolutional encoders have been recently use...
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09/03/2022
DualCam: A Novel Benchmark Dataset for Fine-grained Real-time Traffic Light Detection
Traffic light detection is essential for self-driving cars to navigate s...
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08/31/2022
Class-Aware Attention for Multimodal Trajectory Prediction
Predicting the possible future trajectories of the surrounding dynamic a...
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08/24/2022
Dynamic Template Initialization for Part-Aware Person Re-ID
Many of the existing Person Re-identification (Re-ID) approaches depend ...
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06/05/2022
HPGNN: Using Hierarchical Graph Neural Networks for Outdoor Point Cloud Processing
Inspired by recent improvements in point cloud processing for autonomous...
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05/05/2022
Towards Real-time Traffic Sign and Traffic Light Detection on Embedded Systems
Recent work done on traffic sign and traffic light detection focus on im...
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03/01/2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding
Manual annotation of large-scale point cloud dataset for varying tasks s...
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12/21/2021
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing
Raw point cloud processing using capsule networks is widely adopted in c...
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11/05/2021
KORSAL: Key-point Detection based Online Real-Time Spatio-Temporal Action Localization
Real-time and online action localization in a video is a critical yet hi...
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10/22/2021
CeyMo: See More on Roads – A Novel Benchmark Dataset for Road Marking Detection
In this paper, we introduce a novel road marking benchmark dataset for r...
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10/22/2021
SwiftLane: Towards Fast and Efficient Lane Detection
Recent work done on lane detection has been able to detect lanes accurat...
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07/06/2021
Neural Mixture Models with Expectation-Maximization for End-to-end Deep Clustering
Any clustering algorithm must synchronously learn to model the clusters ...
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07/06/2021
End-To-End Data-Dependent Routing in Multi-Path Neural Networks
Neural networks are known to give better performance with increased dept...
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02/09/2021
Diverse Single Image Generation with Controllable Global Structure through Self-Attention
Image generation from a single image using generative adversarial networ...
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01/02/2021
DEVI: Open-source Human-Robot Interface for Interactive Receptionist Systems
Humanoid robots that act as human-robot interfaces equipped with social ...
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10/25/2020
Fast and Accurate Light Field Saliency Detection through Feature Extraction
Light field saliency detection—important due to utility in many vision t...
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06/24/2020
Feature-dependent Cross-Connections in Multi-Path Neural Networks
Learning a particular task from a dataset, samples in which originate fr...
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11/26/2019
TimeCaps: Capturing Time Series Data with Capsule Networks
Capsule networks excel in understanding spatial relationships in 2D data...
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07/26/2019
Context-Aware Multipath Networks
Making a single network effectively address diverse contexts---learning ...
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07/26/2019
LinearConv: Regenerating Redundancy in Convolution Filters as Linear Combinations for Parameter Reduction
Convolutional Neural Networks (CNNs) show state-of-the-art performance i...
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05/07/2019
Context-Aware Automatic Occlusion Removal
Occlusion removal is an interesting application of image enhancement, fo...
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04/21/2019
DeepCaps: Going Deeper with Capsule Networks
Capsule Network is a promising concept in deep learning, yet its true po...
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04/17/2019
TextCaps : Handwritten Character Recognition with Very Small Datasets
Many localized languages struggle to reap the benefits of recent advance...
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10/16/2018