Arefin, Md Rifat

10 publications

ICML 2025 Layer by Layer: Uncovering Hidden Representations in Language Models Oscar Skean, Md Rifat Arefin, Dan Zhao, Niket Nikul Patel, Jalal Naghiyev, Yann Lecun, Ravid Shwartz-Ziv

ICLR 2025 Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning Md Rifat Arefin, Gopeshh Subbaraj, Nicolas Gontier, Yann LeCun, Irina Rish, Ravid Shwartz-Ziv, Christopher Pal

NeurIPSW 2024 Does Representation Matter? Exploring Intermediate Layers in Large Language Models Oscar Skean, Md Rifat Arefin, Ravid Shwartz-Ziv

NeurIPSW 2024 General-Purpose Brain Foundation Models for Time-Series Neuroimaging Data Mohammad Javad Darvishi Bayazi, Hena Ghonia, Roland Riachi, Bruno Aristimunha, Arian Khorasani, Md Rifat Arefin, Amin Darabi, Guillaume Dumas, Irina Rish

ICML 2024 Unsupervised Concept Discovery Mitigates Spurious Correlations Md Rifat Arefin, Yan Zhang, Aristide Baratin, Francesco Locatello, Irina Rish, Dianbo Liu, Kenji Kawaguchi

ICMLW 2024 VFA: Vision Frequency Analysis of Foundation Models and Human Mohammad Javad Darvishi Bayazi, Md Rifat Arefin, Jocelyn Faubert, Irina Rish

CoLLAs 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

CoLLAs 2022 Continual Learning with Foundation Models: An Empirical Study of Latent Replay Oleksiy Ostapenko, Timothee Lesort, Pau Rodriguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin

ICLR 2020 HighRes-Net: Multi-Frame Super-Resolution by Recursive Fusion Michel Deudon, Alfredo Kalaitzis, Md Rifat Arefin, Israel Goytom, Zhichao Lin, Kris Sankaran, Vincent Michalski, Samira E Kahou, Julien Cornebise, Yoshua Bengio

CVPRW 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