Md Rifat Arefin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Signaling Pathways

Background Subtraction

Dynamic Background

Top Venues

Comput. Biol. Medicine

KSII Trans. Internet Inf. Syst.

Publications

Mohammad-Javad Darvishi Bayazi, Mohammad Sajjad Ghaemi, Timothée Lesort, Md Rifat Arefin, Jocelyn Faubert, Irina Rish
Amplifying pathological detection in EEG signaling pathways through cross-dataset transfer learning. Comput. Biol. Medicine 169 (2024)
Md Rifat Arefin, Yan Zhang, Aristide Baratin, Francesco Locatello, Irina Rish, Dianbo Liu, Kenji Kawaguchi
Unsupervised Concept Discovery Mitigates Spurious Correlations. CoRR (2024)
Mohammad-Javad Darvishi Bayazi, Mohammad Sajjad Ghaemi, Timothée Lesort, Md Rifat Arefin, Jocelyn Faubert, Irina Rish
Amplifying Pathological Detection in EEG Signaling Pathways through Cross-Dataset Transfer Learning. CoRR (2023)
Timothée Lesort, Oleksiy Ostapenko, Pau Rodríguez, Diganta Misra, Md Rifat Arefin, Laurent Charlin, Irina Rish
Challenging Common Assumptions about Catastrophic Forgetting and Knowledge Accumulation. CoLLAs (2023)
Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin
Continual Learning with Foundation Models: An Empirical Study of Latent Replay. CoLLAs (2022)
Timothée Lesort, Oleksiy Ostapenko, Diganta Misra, Md Rifat Arefin, Pau Rodríguez, Laurent Charlin, Irina Rish
Scaling the Number of Tasks in Continual Learning. CoRR (2022)
Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin
Foundational Models for Continual Learning: An Empirical Study of Latent Replay. CoRR (2022)
Shell Xu Hu, Md Rifat Arefin, Viet-Nhat Nguyen, Alish Dipani, Xaq Pitkow, Andreas Savas Tolias
AvaTr: One-Shot Speaker Extraction with Transformers. Interspeech (2021)
Shell Xu Hu, Md Rifat Arefin, Viet-Nhat Nguyen, Alish Dipani, Xaq Pitkow, Andreas Savas Tolias
AvaTr: One-Shot Speaker Extraction with Transformers. CoRR (2021)
Md Rifat Arefin, Vincent Michalski, Pierre-Luc St-Charles, Alfredo Kalaitzis, Sookyung Kim, Samira Ebrahimi Kahou, Yoshua Bengio
Multi-Image Super-Resolution for Remote Sensing using Deep Recurrent Networks. CVPR Workshops (2020)
Michel Deudon, Alfredo Kalaitzis, Israel Goytom, Md Rifat Arefin, Zhichao Lin, Kris Sankaran, Vincent Michalski, Samira Ebrahimi Kahou, Julien Cornebise, Yoshua Bengio
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery. CoRR (2020)
Md Rifat Arefin, Minhas Kamal, Kishan Kumar Ganguly, Tarek Salah Uddin Mahmud
A Statistical Real-Time Prediction Model for Recommender System. CoRR (2020)
Md Rifat Arefin, Farkhod Makhmudkhujaev, Oksam Chae, Jaemyun Kim
Aggregating CNN and HOG features for Real-Time Distracted Driver Detection. ICCE (2019)
Md Rifat Arefin, Farkhod Makhmudkhujaev, Oksam Chae, Jaemyun Kim
Background Subtraction Based on Fusion of Color and Local Patterns. ACCV (6) (2018)
Kaushik Roy, Md Rifat Arefin, Farkhod Makhmudkhujaev, Oksam Chae, Jaemyun Kim
Background Subtraction Using Dominant Directional Pattern. IEEE Access 6 (2018)
Farkhod Makhmudkhujaev, Md. Tauhid Bin Iqbal, Md Rifat Arefin, Byungyong Ryu, Oksam Chae
Person-Independent Facial Expression Recognition with Histograms of Prominent Edge Directions. KSII Trans. Internet Inf. Syst. 12 (12) (2018)