Pareto Rank-Preserving Supernetwork for Hardware-Aware Neural Architecture Search
- 2023
- ECAI 2023
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- AI Hardware
210 results for AI Hardware
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory
- G. Karunaratne
- M. Hersche
- et al.
- 2022
- ESSDERC/ESSCIRC 2022
Constrained Few-shot Class-incremental Learning
- Michael Hersche
- Geethan Karunaratne
- et al.
- 2022
- CVPR 2022
A Flexible and Fast PyTorch Toolkit for Simulating Training and Inference on Analog Crossbar Arrays
- Malte J. Rasch
- Diego Moreda
- et al.
- 2021
- AICAS 2021
Bit Error Robustness for Energy-Efficient DNN Accelerators
- David Stutz
- Nandhini Chandramoorthy
- et al.
- 2021
- MLSys 2021
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems
- Xiaofan Zhang
- Haoming Lu
- et al.
- 2020
- MLSys 2020
RETRO-LI: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization
- Gentiana Rashiti
- Kumudu Geethan Karunaratne
- et al.
- 2024
- ECAI 2024
Medical Neural Architecture Search: Survey and Taxonomy
- Hadjer Benmeziane
- Imane Hamzaoui
- et al.
- 2024
- IJCAI 2024
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing
- 2024
- ISCAS 2024
Improving the Accuracy of Analog-Based In-Memory Computing Accelerators Post-Training
- 2024
- ISCAS 2024