Md Rifat Arefin

According to our database, Md Rifat Arefin authored at least 15 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Amplifying pathological detection in EEG signaling pathways through cross-dataset transfer learning.

Mohammad-Javad Darvishi Bayazi, Mohammad Sajjad Ghaemi, Timothée Lesort, Md Rifat Arefin, Jocelyn Faubert, Irina Rish

Comput. Biol. Medicine, February, 2024

VFA: Vision Frequency Analysis of Foundation Models and Human.

Mohammad-Javad Darvishi Bayazi, Md Rifat Arefin, Jocelyn Faubert, Irina Rish

CoRR, 2024

Unsupervised Concept Discovery Mitigates Spurious Correlations.

Md Rifat Arefin, Yan Zhang, Aristide Baratin, Francesco Locatello, Irina Rish, Dianbo Liu, Kenji Kawaguchi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Challenging Common Assumptions about Catastrophic Forgetting and Knowledge Accumulation.

Timothée Lesort, Oleksiy Ostapenko, Pau Rodríguez, Diganta Misra, Md Rifat Arefin, Laurent Charlin, Irina Rish

Proceedings of the Conference on Lifelong Learning Agents, 2023

2022

Scaling the Number of Tasks in Continual Learning.

Timothée Lesort, Oleksiy Ostapenko, Diganta Misra, Md Rifat Arefin, Pau Rodríguez, Laurent Charlin, Irina Rish

CoRR, 2022

Foundational Models for Continual Learning: An Empirical Study of Latent Replay.

Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin

CoRR, 2022

Continual Learning with Foundation Models: An Empirical Study of Latent Replay.

Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin

Proceedings of the Conference on Lifelong Learning Agents, 2022

2021

AvaTr: One-Shot Speaker Extraction with Transformers.

Shell Xu Hu, Md Rifat Arefin, Viet-Nhat Nguyen, Alish Dipani, Xaq Pitkow, Andreas Savas Tolias

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

A Statistical Real-Time Prediction Model for Recommender System.

Md Rifat Arefin, Minhas Kamal, Kishan Kumar Ganguly, Tarek Salah Uddin Mahmud

CoRR, 2020

HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery.

Michel Deudon, Alfredo Kalaitzis, Israel Goytom, Md Rifat Arefin, Zhichao Lin, Kris Sankaran, Vincent Michalski, Samira Ebrahimi Kahou, Julien Cornebise, Yoshua Bengio

CoRR, 2020

Multi-Image Super-Resolution for Remote Sensing using Deep Recurrent Networks.

Md Rifat Arefin, Vincent Michalski, Pierre-Luc St-Charles, Alfredo Kalaitzis, Sookyung Kim, Samira Ebrahimi Kahou, Yoshua Bengio

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Aggregating CNN and HOG features for Real-Time Distracted Driver Detection.

Md Rifat Arefin, Farkhod Makhmudkhujaev, Oksam Chae, Jaemyun Kim

Proceedings of the IEEE International Conference on Consumer Electronics, 2019

2018

Person-Independent Facial Expression Recognition with Histograms of Prominent Edge Directions.

Farkhod Makhmudkhujaev, Md. Tauhid Bin Iqbal, Md Rifat Arefin, Byungyong Ryu, Oksam Chae

KSII Trans. Internet Inf. Syst., 2018

Background Subtraction Using Dominant Directional Pattern.

Kaushik Roy, Md Rifat Arefin, Farkhod Makhmudkhujaev, Oksam Chae, Jaemyun Kim

IEEE Access, 2018

Background Subtraction Based on Fusion of Color and Local Patterns.

Md Rifat Arefin, Farkhod Makhmudkhujaev, Oksam Chae, Jaemyun Kim

Proceedings of the Computer Vision - ACCV 2018, 2018