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05/12/2023
Dr. LLaMA: Improving Small Language Models in Domain-Specific QA via Generative Data Augmentation
Large Language Models (LLMs) have made significant strides in natural la...
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04/25/2023
Sample-Specific Debiasing for Better Image-Text Models
Self-supervised representation learning on image-text data facilitates c...
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12/11/2022
Using Multiple Instance Learning to Build Multimodal Representations
Image-text multimodal representation learning aligns data across modalit...
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11/13/2021
Image Classification with Consistent Supporting Evidence
Adoption of machine learning models in healthcare requires end users' tr...
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01/28/2019
FPSA: A Full System Stack Solution for Reconfigurable ReRAM-based NN Accelerator Architecture
Neural Network (NN) accelerators with emerging ReRAM (resistive random a...
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01/24/2019
QGAN: Quantized Generative Adversarial Networks
The intensive computation and memory requirements of generative adversar...
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01/23/2019
