Ameen Ali

According to our database, Ameen Ali authored at least 14 papers between 2021 and 2025.

Collaborative distances:

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

2025

Detecting and Pruning Prominent but Detrimental Neurons in Large Language Models.

Ameen Ali, Shahar Katz, Lior Wolf, Ivan Titov

CoRR, July, 2025

Centered Self-attention Layers.

Ameen Ali, Tomer Galanti, Lior Wolf

Proceedings of the Image Analysis - 23rd Scandinavian Conference, 2025

Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation.

Itamar Zimerman, Ameen Ali, Lior Wolf

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

The Hidden Attention of Mamba Models.

Ameen Ali, Itamar Zimerman, Lior Wolf

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Mitigating Copy Bias in In-Context Learning through Neuron Pruning.

Ameen Ali, Lior Wolf, Ivan Titov

CoRR, 2024

A Unified Implicit Attention Formulation for Gated-Linear Recurrent Sequence Models.

Itamar Zimerman, Ameen Ali, Lior Wolf

CoRR, 2024

2023

Degree-based stratification of nodes in Graph Neural Networks.

Ameen Ali, Lior Wolf, Hakan Cevikalp

Proceedings of the Asian Conference on Machine Learning, 2023

2022

Video and Text Matching with Conditioned Embeddings.

Ameen Ali, Idan Schwartz, Tamir Hazan, Lior Wolf

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Explainability Guided COVID-19 Detection in CT Scans.

Ameen Ali, Tal Shaharabany, Lior Wolf

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

XAI for Transformers: Better Explanations through Conservative Propagation.

Ameen Ali, Thomas Schnake, Oliver Eberle, Grégoire Montavon, Klaus-Robert Müller, Lior Wolf

Proceedings of the International Conference on Machine Learning, 2022

Weakly Supervised Discovery of Semantic Attributes.

Ameen Ali, Tomer Galanti, Evgenii Zheltonozhskii, Chaim Baskin, Lior Wolf

Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

2021

Explainability Guided Multi-Site COVID-19 CT Classification.

Ameen Ali, Tal Shaharabany, Lior Wolf

CoRR, 2021

Intersection Regularization for Extracting Semantic Attributes.

Ameen Ali, Tomer Galanti, Evgeniy Zheltonozhskiy, Chaim Baskin, Lior Wolf

CoRR, 2021

Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization.

Shir Gur, Ameen Ali, Lior Wolf

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021