Abreu, Steven

9 publications

ICML 2025 Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity Alessandro Pierro, Steven Abreu, Jonathan Timcheck, Philipp Stratmann, Andreas Wild, Sumit Bam Shrestha

ICLRW 2025 Contextual Sparsity as a Tool for Mechanistic Understanding of Retrieval in Hybrid Foundation Models Davide Zani, Kurt Felix Michalak, Steven Abreu

ICLRW 2025 Neuromorphic Principles for Efficient Large Language Models on Intel Loihi 2 Steven Abreu, Sumit Bam Shrestha, Rui-Jie Zhu, Jason Eshraghian

ICLRW 2025 PARSE-Ego4D: Personal Action Recommendation Suggestions for Egocentric Videos Steven Abreu, Tiffany D Do, Karan Ahuja, Eric J Gonzalez, Lee Payne, Daniel McDuff, Mar Gonzalez-Franco

ICLRW 2025 PARSE-Ego4D: Toward Bidirectionally Aligned Action Recommendations for Egocentric Videos Steven Abreu, Tiffany D Do, Karan Ahuja, Eric J Gonzalez, Lee Payne, Daniel McDuff, Mar Gonzalez-Franco

ICLRW 2025 Sparse and Wide Linear RNNs Are at the Efficiency-Performance Pareto Front Alessandro Pierro, Steven Abreu, Jonathan Timcheck, Philipp Stratmann, Sumit Bam Shrestha

ICMLW 2024 Mamba-PTQ: Outlier Channels in Recurrent Large Language Models Alessandro Pierro, Steven Abreu

NeurIPSW 2024 Steering Large Language Models Using Conceptors: Improving Addition-Based Activation Engineering Joris Postmus, Steven Abreu

CVPRW 2023 Flow Cytometry with Event-Based Vision and Spiking Neuromorphic Hardware Steven Abreu, Muhammed Gouda, Alessio Lugnan, Peter Bienstman