Search Results for author: Cuong Pham

Found 17 papers, 6 papers with code

Driver Attention Tracking and Analysis

no code implementations10 Apr 2024 Dat Viet Thanh Nguyen, Anh Tran, Hoai Nam Vu, Cuong Pham, Minh Hoai

This network has a camera calibration module that can compute an embedding vector that represents the spatial configuration between the driver and the camera system.

Camera Calibration

FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing

no code implementations27 Mar 2024 Trong-Tung Nguyen, Duc-Anh Nguyen, Anh Tran, Cuong Pham

Our work addresses limitations seen in previous approaches for object-centric editing problems, such as unrealistic results due to shape discrepancies and limited control in object replacement or insertion.

Denoising Object +1

Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains

no code implementations24 Mar 2024 Bang-Dang Pham, Phong Tran, Anh Tran, Cuong Pham, Rang Nguyen, Minh Hoai

This algorithm works by transforming a blurry input image, which is challenging to deblur, into another blurry image that is more amenable to deblurring.

Deblurring Image Deblurring

Frequency Attention for Knowledge Distillation

1 code implementation9 Mar 2024 Cuong Pham, Van-Anh Nguyen, Trung Le, Dinh Phung, Gustavo Carneiro, Thanh-Toan Do

Inspired by the benefits of the frequency domain, we propose a novel module that functions as an attention mechanism in the frequency domain.

Image Classification Knowledge Distillation +3

EFHQ: Multi-purpose ExtremePose-Face-HQ dataset

no code implementations28 Dec 2023 Trung Tuan Dao, Duc Hong Vu, Cuong Pham, Anh Tran

The existing facial datasets, while having plentiful images at near frontal views, lack images with extreme head poses, leading to the downgraded performance of deep learning models when dealing with profile or pitched faces.

Face Generation Face Recognition +2

Count What You Want: Exemplar Identification and Few-shot Counting of Human Actions in the Wild

1 code implementation28 Dec 2023 Yifeng Huang, Duc DUy Nguyen, Lam Nguyen, Cuong Pham, Minh Hoai

To develop and evaluate our approach, we introduce a diverse and realistic dataset consisting of real-world data from 37 subjects and 50 action categories, encompassing both sensor and audio data.

Density Estimation

Stable Messenger: Steganography for Message-Concealed Image Generation

no code implementations3 Dec 2023 Quang Nguyen, Truong Vu, Cuong Pham, Anh Tran, Khoi Nguyen

In the ever-expanding digital landscape, safeguarding sensitive information remains paramount.

Image Generation

Virtual Fusion with Contrastive Learning for Single Sensor-based Activity Recognition

no code implementations1 Dec 2023 Duc-Anh Nguyen, Cuong Pham, Nhien-An Le-Khac

Various types of sensors can be used for Human Activity Recognition (HAR), and each of them has different strengths and weaknesses.

 Ranked #1 on Human Activity Recognition on PAMAP2 (Accuracy metric)

Contrastive Learning Human Activity Recognition +2

Federated Few-shot Learning for Cough Classification with Edge Devices

1 code implementation3 Sep 2023 Ngan Dao Hoang, Dat Tran-Anh, Manh Luong, Cong Tran, Cuong Pham

In this work, our aim is to develop a framework that can effectively perform cough classification even in situations when enormous cough data is not available, while also addressing privacy concerns.

Federated Learning Few-Shot Learning

UnsMOT: Unified Framework for Unsupervised Multi-Object Tracking with Geometric Topology Guidance

no code implementations3 Sep 2023 Son Tran, Cong Tran, Anh Tran, Cuong Pham

In this paper, we push forward the state-of-the-art performance of unsupervised MOT methods by proposing UnsMOT, a novel framework that explicitly combines the appearance and motion features of objects with geometric information to provide more accurate tracking.

Multi-Object Tracking object-detection +1

HyperCUT: Video Sequence from a Single Blurry Image using Unsupervised Ordering

1 code implementation CVPR 2023 Bang-Dang Pham, Phong Tran, Anh Tran, Cuong Pham, Rang Nguyen, Minh Hoai

We consider the challenging task of training models for image-to-video deblurring, which aims to recover a sequence of sharp images corresponding to a given blurry image input.

Deblurring

Collaborative Multi-Teacher Knowledge Distillation for Learning Low Bit-width Deep Neural Networks

no code implementations27 Oct 2022 Cuong Pham, Tuan Hoang, Thanh-Toan Do

Knowledge distillation which learns a lightweight student model by distilling knowledge from a cumbersome teacher model is an attractive approach for learning compact deep neural networks (DNNs).

Knowledge Distillation Quantization

Personalized breath based biometric authentication with wearable multimodality

1 code implementation29 Oct 2021 Manh-Ha Bui, Viet-Anh Tran, Cuong Pham

To be more specific, we design new hardware which consists of an acoustic sensor to collect audio features from the nose, as well as an accelerometer and gyroscope to collect movement on the chest as a result of an individual's breathing.

Goal scoring in Premier League with Poisson regression

no code implementations10 Jul 2021 Cuong Pham, Tung Le

Premier League is known as one of the most competitive football league in the world, hence there are many goals are scored here every match.

regression Relation

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