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H. T. Kung

MGS: Markov Greedy Sums for Accurate Low-Bitwidth Floating-Point Accumulation

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Apr 12, 2025
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PQS (Prune, Quantize, and Sort): Low-Bitwidth Accumulation of Dot Products in Neural Network Computations

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Apr 12, 2025
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ElaLoRA: Elastic & Learnable Low-Rank Adaptation for Efficient Model Fine-Tuning

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Mar 31, 2025
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GazeGen: Gaze-Driven User Interaction for Visual Content Generation

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Nov 07, 2024
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Efficient Reprogramming of Memristive Crossbars for DNNs: Weight Sorting and Bit Stucking

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Oct 29, 2024
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Sorted Weight Sectioning for Energy-Efficient Unstructured Sparse DNNs on Compute-in-Memory Crossbars

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Oct 15, 2024
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DeepMachining: Online Prediction of Machining Errors of Lathe Machines

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Mar 28, 2024
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Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition

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Feb 23, 2024
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Rosko: Row Skipping Outer Products for Sparse Matrix Multiplication Kernels

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Jul 08, 2023
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MEMA Runtime Framework: Minimizing External Memory Accesses for TinyML on Microcontrollers

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Apr 12, 2023
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