Md Rifat Arefin

23 papers A* 3A 1C 1Journal 14Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Layer by Layer: Uncovering Hidden Representations in Language Models. ICML Oscar Skean, Md Rifat Arefin, Dan Zhao, Niket Patel, Jalal Naghiyev, Yann LeCun, Ravid Shwartz-Ziv
2025	J	`jnl`	Layer by Layer: Uncovering Hidden Representations in Language Models. CoRR Oscar Skean, Md Rifat Arefin, Dan Zhao, Niket Patel, Jalal Naghiyev, Yann LeCun, Ravid Shwartz-Ziv
2025	A*	`conf`	Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning. ICLR Md Rifat Arefin, Gopeshh Subbaraj, Nicolas Gontier, Yann LeCun, Irina Rish, Ravid Shwartz-Ziv, Christopher Pal
2024	J	`jnl`	Amplifying pathological detection in EEG signaling pathways through cross-dataset transfer learning. Comput. Biol. Medicine Mohammad-Javad Darvishi Bayazi, Mohammad Sajjad Ghaemi, Timothée Lesort, Md Rifat Arefin, Jocelyn Faubert, Irina Rish
2024	J	`jnl`	Does Representation Matter? Exploring Intermediate Layers in Large Language Models. CoRR Oscar Skean, Md Rifat Arefin, Yann LeCun, Ravid Shwartz-Ziv
2024	J	`jnl`	Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning. CoRR Md Rifat Arefin, Gopeshh Subbaraj, Nicolas Gontier, Yann LeCun, Irina Rish, Ravid Shwartz-Ziv, Christopher Pal
2024	A*	`conf`	Unsupervised Concept Discovery Mitigates Spurious Correlations. ICML Md Rifat Arefin, Yan Zhang, Aristide Baratin, Francesco Locatello, Irina Rish, Dianbo Liu, Kenji Kawaguchi
2024	J	`jnl`	Unsupervised Concept Discovery Mitigates Spurious Correlations. CoRR Md Rifat Arefin, Yan Zhang, Aristide Baratin, Francesco Locatello, Irina Rish, Dianbo Liu, Kenji Kawaguchi
2024	J	`jnl`	VFA: Vision Frequency Analysis of Foundation Models and Human. CoRR Mohammad-Javad Darvishi Bayazi, Md Rifat Arefin, Jocelyn Faubert, Irina Rish
2023	J	`jnl`	Amplifying Pathological Detection in EEG Signaling Pathways through Cross-Dataset Transfer Learning. CoRR Mohammad-Javad Darvishi Bayazi, Mohammad Sajjad Ghaemi, Timothée Lesort, Md Rifat Arefin, Jocelyn Faubert, Irina Rish
2023	—	`conf`	Challenging Common Assumptions about Catastrophic Forgetting and Knowledge Accumulation. CoLLAs Timothée Lesort, Oleksiy Ostapenko, Pau Rodríguez, Diganta Misra, Md Rifat Arefin, Laurent Charlin, Irina Rish
2022	—	`conf`	Continual Learning with Foundation Models: An Empirical Study of Latent Replay. CoLLAs Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin
2022	J	`jnl`	Foundational Models for Continual Learning: An Empirical Study of Latent Replay. CoRR Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin
2022	J	`jnl`	Scaling the Number of Tasks in Continual Learning. CoRR Timothée Lesort, Oleksiy Ostapenko, Diganta Misra, Md Rifat Arefin, Pau Rodríguez, Laurent Charlin, Irina Rish
2021	A	`conf`	AvaTr: One-Shot Speaker Extraction with Transformers. Interspeech Shell Xu Hu, Md Rifat Arefin, Viet-Nhat Nguyen, Alish Dipani, Xaq Pitkow, Andreas Savas Tolias
2021	J	`jnl`	AvaTr: One-Shot Speaker Extraction with Transformers. CoRR Shell Xu Hu, Md Rifat Arefin, Viet-Nhat Nguyen, Alish Dipani, Xaq Pitkow, Andreas Savas Tolias
2020	J	`jnl`	A Statistical Real-Time Prediction Model for Recommender System. CoRR Md Rifat Arefin, Minhas Kamal, Kishan Kumar Ganguly, Tarek Salah Uddin Mahmud
2020	J	`jnl`	HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery. CoRR Michel Deudon, Alfredo Kalaitzis, Israel Goytom, Md Rifat Arefin, Zhichao Lin, Kris Sankaran, Vincent Michalski, Samira Ebrahimi Kahou, Julien Cornebise, Yoshua Bengio
2020	—	`conf`	Multi-Image Super-Resolution for Remote Sensing using Deep Recurrent Networks. CVPR Workshops Md Rifat Arefin, Vincent Michalski, Pierre-Luc St-Charles, Alfredo Kalaitzis, Sookyung Kim, Samira Ebrahimi Kahou, Yoshua Bengio
2019	C	`conf`	Aggregating CNN and HOG features for Real-Time Distracted Driver Detection. ICCE Md Rifat Arefin, Farkhod Makhmudkhujaev, Oksam Chae, Jaemyun Kim
2018	—	`conf`	Background Subtraction Based on Fusion of Color and Local Patterns. ACCV (6) Md Rifat Arefin, Farkhod Makhmudkhujaev, Oksam Chae, Jaemyun Kim
2018	J	`jnl`	Background Subtraction Using Dominant Directional Pattern. IEEE Access Kaushik Roy, Md Rifat Arefin, Farkhod Makhmudkhujaev, Oksam Chae, Jaemyun Kim
2018	J	`jnl`	Person-Independent Facial Expression Recognition with Histograms of Prominent Edge Directions. KSII Trans. Internet Inf. Syst. Farkhod Makhmudkhujaev, Md. Tauhid Bin Iqbal, Md Rifat Arefin, Byungyong Ryu, Oksam Chae