STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series
Prediction

STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction

28 December 2023

Jerry Yao-Chieh Hu

Papers citing "STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction"

10 / 10 papers shown

Title
Fast Gradient Computation for RoPE Attention in Almost Linear Time Yifang Chen Jiayan Huo Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao-quan Song 42 11 0 03 Jan 2025
HSR-Enhanced Sparse Attention Acceleration Bo Chen Yingyu Liang Zhizhou Sha Zhenmei Shi Zhao-quan Song 71 17 0 14 Oct 2024
Differentially Private Kernel Density Estimation Erzhi Liu Jerry Yao-Chieh Hu Alex Reneau Zhao Song Han Liu 37 3 0 03 Sep 2024
Outlier-Efficient Hopfield Layers for Large Transformer-Based Models Jerry Yao-Chieh Hu Pei-Hsuan Chang Haozheng Luo Hong-Yu Chen Weijian Li Wei-Po Wang Han Liu 20 25 0 04 Apr 2024
Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models Dennis Wu Jerry Yao-Chieh Hu Teng-Yun Hsiao Han Liu 22 28 0 04 Apr 2024
Differentially Private Attention Computation Yeqi Gao Zhao-quan Song Xin Yang 24 19 0 08 May 2023
Context-enriched molecule representations improve few-shot drug discovery Johannes Schimunek Philipp Seidl Lukas Friedrich Daniel Kuhn F. Rippmann Sepp Hochreiter G. Klambauer 42 26 0 24 Apr 2023
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP Andreas Fürst Elisabeth Rumetshofer Johannes Lehner Viet-Hung Tran Fei Tang ... David P. Kreil Michael K Kopp G. Klambauer Angela Bitto-Nemling Sepp Hochreiter VLM CLIP 179 101 0 21 Oct 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 159 3,799 0 14 Dec 2020
Modern Hopfield Networks and Attention for Immune Repertoire Classification Michael Widrich Bernhard Schafl Hubert Ramsauer Milena Pavlović Lukas Gruber ... Johannes Brandstetter G. K. Sandve Victor Greiff Sepp Hochreiter G. Klambauer 166 117 0 16 Jul 2020