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08/14/2023
FocusFlow: Boosting Key-Points Optical Flow Estimation for Autonomous Driving
Key-point-based scene understanding is fundamental for autonomous drivin...
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07/15/2023
Tightly-Coupled LiDAR-Visual SLAM Based on Geometric Features for Mobile Agents
The mobile robot relies on SLAM (Simultaneous Localization and Mapping) ...
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07/11/2023
Towards Anytime Optical Flow Estimation with Event Cameras
Event cameras are capable of responding to log-brightness changes in mic...
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06/11/2023
LF-PGVIO: A Visual-Inertial-Odometry Framework for Large Field-of-View Cameras using Points and Geodesic Segments
In this paper, we propose LF-PGVIO, a Visual-Inertial-Odometry (VIO) fra...
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04/17/2023
MDDL: A Framework for Reinforcement Learning-based Position Allocation in Multi-Channel Feed
Nowadays, the mainstream approach in position allocation system is to ut...
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04/10/2023
Binary Latent Diffusion
In this paper, we show that a binary latent space can be explored for co...
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04/07/2023
Ring-Rotor: A Novel Retractable Ring-shaped Quadrotor with Aerial Grasping and Transportation Capability
This letter presents a novel and retractable ring-shaped quadrotor calle...
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02/06/2023
PIER: Permutation-Level Interest-Based End-to-End Re-ranking Framework in E-commerce
Re-ranking draws increased attention on both academics and industries, w...
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02/02/2023
Energy-Inspired Self-Supervised Pretraining for Vision Models
Motivated by the fact that forward and backward passes of a deep network...
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11/15/2022
HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization
Due to the domain shift, machine learning systems typically fail to gene...
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09/12/2022
Attitude-Guided Loop Closure for Cameras with Negative Plane
Loop closure is an important component of Simultaneous Localization and ...
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06/13/2022
Acceleration of cerebral blood flow and arterial transit time maps estimation from multiple post-labeling delay arterial spin-labeled MRI via deep learning
Purpose: Arterial spin labeling (ASL) perfusion imaging indicates direct...
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06/07/2022
Neural Network Compression via Effective Filter Analysis and Hierarchical Pruning
Network compression is crucial to making the deep networks to be more ef...
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05/20/2022
NMA: Neural Multi-slot Auctions with Externalities for Online Advertising
Online advertising driven by auctions brings billions of dollars in reve...
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04/02/2022
Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation
Ads allocation, that allocates ads and organic items to limited slots in...
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04/02/2022
Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks
With the recent prevalence of reinforcement learning (RL), there have be...
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04/01/2022
Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation
A mixed list of ads and organic items is usually displayed in feed and h...
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02/25/2022
LF-VIO: A Visual-Inertial-Odometry Framework for Large Field-of-View Cameras with Negative Plane
Visual-inertial-odometry has attracted extensive attention in the field ...
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09/09/2021
Cross DQN: Cross Deep Q Network for Ads Allocation in Feed
E-commerce platforms usually display a mixed list of ads and organic ite...
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08/17/2021
Adaptive Convolutions with Per-pixel Dynamic Filter Atom
Applying feature dependent network weights have been proved to be effect...
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12/05/2020
Cirrus: A Long-range Bi-pattern LiDAR Dataset
In this paper, we introduce Cirrus, a new long-range bi-pattern LiDAR pu...
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11/19/2020
Using Text to Teach Image Retrieval
Image retrieval relies heavily on the quality of the data modeling and t...
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09/04/2020
ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution
Convolutional Neural Networks (CNNs) are known to be significantly over-...
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05/15/2020
A Learning-from-noise Dilated Wide Activation Network for denoising Arterial Spin Labeling (ASL) Perfusion Images
Arterial spin labeling (ASL) perfusion MRI provides a non-invasive way t...
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09/26/2019
Range Adaptation for 3D Object Detection in LiDAR
LiDAR-based 3D object detection plays a crucial role in modern autonomou...
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09/25/2019
Stochastic Conditional Generative Networks with Basis Decomposition
While generative adversarial networks (GANs) have revolutionized machine...
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09/25/2019
Domain-invariant Learning using Adaptive Filter Decomposition
Domain shifts are frequently encountered in real-world scenarios. In thi...
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08/18/2018
In Defense of Single-column Networks for Crowd Counting
Crowd counting usually addressed by density estimation becomes an increa...
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07/04/2018
LaneNet: Real-Time Lane Detection Networks for Autonomous Driving
Lane detection is to detect lanes on the road and provide the accurate l...
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06/23/2018
Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis
Recent years have witnessed the unprecedented rising of time series from...
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05/17/2018
Leveraging Social Signal to Improve Item Recommendation for Matrix Factorization
Although Recommender Systems have been comprehensively studied in the pa...
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04/26/2018
CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model or Urban Resident Recognition
Driven by the wave of urbanization in recent decades, the research topic...
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04/01/2018
The Structure Transfer Machine Theory and Applications
Representation learning is a fundamental but challenging problem, especi...
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01/29/2018
Denoising Arterial Spin Labeling Cerebral Blood Flow Images Using Deep Learning
Arterial spin labeling perfusion MRI is a noninvasive technique for meas...
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06/17/2015