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07/26/2023
Technical note: ShinyAnimalCV: open-source cloud-based web application for object detection, segmentation, and three-dimensional visualization of animals using computer vision
Computer vision (CV), a non-intrusive and cost-effective technology, has...
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02/28/2023
PA DA: Jointly Sampling PAth and DAta for Consistent NAS
Based on the weight-sharing mechanism, one-shot NAS methods train a supe...
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02/24/2023
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback
Large language models (LLMs), such as ChatGPT, are able to generate huma...
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02/17/2023
Few-shot 3D LiDAR Semantic Segmentation for Autonomous Driving
In autonomous driving, the novel objects and lack of annotations challen...
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02/03/2023
Uniform tensor clustering by jointly exploring sample affinities of various orders
Conventional clustering methods based on pairwise affinity usually suffe...
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11/28/2022
FeatureBooster: Boosting Feature Descriptors with a Lightweight Neural Network
We introduce a lightweight network to improve descriptors of keypoints w...
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07/22/2021
Linear Polytree Structural Equation Models: Structural Learning and Inverse Correlation Estimation
We are interested in the problem of learning the directed acyclic graph ...
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04/25/2021
Quantization of Deep Neural Networks for Accurate EdgeComputing
Deep neural networks (DNNs) have demonstrated their great potential in r...
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02/07/2021
DPointNet: A Density-Oriented PointNet for 3D Object Detection in Point Clouds
For current object detectors, the scale of the receptive field of featur...
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12/28/2020
Lip-reading with Hierarchical Pyramidal Convolution and Self-Attention
In this paper, we propose a novel deep learning architecture to improvin...
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12/09/2020
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing
The task of multi-turn text-to-SQL semantic parsing aims to translate na...
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09/21/2020
Correlating Subword Articulation with Lip Shapes for Embedding Aware Audio-Visual Speech Enhancement
In this paper, we propose a visual embedding approach to improving embed...
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09/11/2020
A Density-Aware PointRCNN for 3D Objection Detection in Point Clouds
We present an improved version of PointRCNN for 3D object detection, in ...
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02/23/2020
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction
Video prediction is a pixel-wise dense prediction task to infer future f...
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08/09/2019
PosNeg-Balanced Anchors with Aligned Features for Single-Shot Object Detection
We introduce a novel single-shot object detector to ease the imbalance o...
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05/10/2019
Integrating Tensor Similarity to Enhance Clustering Performance
Clustering aims to separate observed data into different categories. The...
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08/02/2018
Chaff Bugs: Deterring Attackers by Making Software Buggier
Sophisticated attackers find bugs in software, evaluate their exploitabi...
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03/13/2018
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation
With pervasive applications of medical imaging in health-care, biomedica...
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11/13/2016
Commonsense Knowledge Enhanced Embeddings for Solving Pronoun Disambiguation Problems in Winograd Schema Challenge
In this paper, we propose commonsense knowledge enhanced embeddings (KEE...
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03/24/2016
Probabilistic Reasoning via Deep Learning: Neural Association Models
In this paper, we propose a new deep learning approach, called neural as...
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03/24/2016
Part-of-Speech Relevance Weights for Learning Word Embeddings
This paper proposes a model to learn word embeddings with weighted conte...
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12/28/2015