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Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models

25 October 2024

Papers citing "Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models"

30 / 30 papers shown

Title
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation Lihe Yang Zhen Zhao Hengshuang Zhao VLM 40 12 0 10 Jan 2025
Research on Autonomous Driving Decision-making Strategies based Deep Reinforcement Learning Zixiang Wang Hao Yan Changsong Wei Junyu Wang Shi Bo 101 42 0 31 Dec 2024
Recent Advancement of Emotion Cognition in Large Language Models Yuyan Chen Yanghua Xiao OffRL 73 8 0 20 Sep 2024
Identification of Prognostic Biomarkers for Stage III Non-Small Cell Lung Carcinoma in Female Nonsmokers Using Machine Learning Huili Zheng Qimin Zhang Yiru Gong Zheyan Liu Shaohan Chen 83 21 0 28 Aug 2024
Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach Haowei Ni Shuchen Meng Xupeng Chen Ziqing Zhao Andi Chen Panfeng Li Shiyao Zhang Qifu Yin Yuanqing Wang Yuxi Chan AIFin 90 34 0 13 Aug 2024
Attention Mechanism and Context Modeling System for Text Mining Machine Translation Shi Bo Yuwei Zhang Junming Huang Sitong Liu Zexi Chen 88 30 0 08 Aug 2024
Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering Haoran Yu Chang Yu Zihan Wang Dongxian Zou Hao Qin AI4MH LM&MA 69 25 0 08 Aug 2024
XMeCap: Meme Caption Generation with Sub-Image Adaptability Yuyan Chen Songzhou Yan Zhihong Zhu Zhixu Li Yanghua Xiao VLM 108 11 0 24 Jul 2024
Autonomous Navigation of Unmanned Vehicle Through Deep Reinforcement Learning Letian Xu Jiabei Liu Haopeng Zhao Tianyao Zheng Tongzhou Jiang Lipeng Liu 72 13 0 18 Jul 2024
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization Yuyan Chen Zhihao Wen Ge Fan Zhengyu Chen Wei Wu Dayiheng Liu Zhixu Li Bang Liu Yanghua Xiao 80 19 0 04 Jul 2024
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Jundong Li Shuaiqiang Wang Dawei Yin Sumi Helal 106 36 0 28 Jun 2024
Prioritized experience replay-based DDQN for Unmanned Vehicle Path Planning Liu Lipeng Letian Xu Jiabei Liu Haopeng Zhao Tongzhou Jiang Tianyao Zheng 68 9 0 25 Jun 2024
TD3 Based Collision Free Motion Planning for Robot Navigation Hao Liu Yi Shen Chang Zhou Yuelin Zou Zijun Gao Qi Wang 88 25 0 24 May 2024
Utilizing the LightGBM Algorithm for Operator User Credit Assessment Research Shaojie Li Xinqi Dong Danqing Ma Bo Dang Hengyi Zang Yulu Gong 54 29 0 21 Mar 2024
Fostc3net:A Lightweight YOLOv5 Based On the Network Structure Optimization Danqing Ma Shaojie Li Bo Dang Hengyi Zang Xinqi Dong 65 29 0 20 Mar 2024
Deception Detection from Linguistic and Physiological Data Streams Using Bimodal Convolutional Neural Networks Panfeng Li M. Abouelenien Rada Mihalcea Zhicheng Ding Qikai Yang Yiming Zhou 82 77 0 18 Nov 2023
Patch-based Selection and Refinement for Early Object Detection Tianyi Zhang Kishore Kasichainula Yaoxin Zhuo Baoxin Li Jae-sun Seo Yu Cao 66 5 0 03 Nov 2023
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting Yong Liu Tengge Hu Haoran Zhang Haixu Wu Shiyu Wang Lintao Ma Mingsheng Long AI4TS 90 528 0 10 Oct 2023
Prediction of COVID-19 Patients' Emergency Room Revisit using Multi-Source Transfer Learning Yuelyu Ji Yuhe Gao Runxue Bao Qi Li Di Liu Yiming Sun Ye Ye OOD 68 20 0 29 Jun 2023
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting Vijayabharathi Ekambaram Arindam Jati Nam H. Nguyen Phanwadee Sinthong Jayant Kalagnanam AI4TS 118 156 0 14 Jun 2023
Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT Tong Xie Yuwei Wan Wei-Ping Huang Yufei Zhou Yixuan Liu ... Shaozhou Wang Chunyu Kit Clara Grazian Weinan Zhang Hoex 61 52 0 05 Apr 2023
A Transformer-based Diffusion Probabilistic Model for Heart Rate and Blood Pressure Forecasting in Intensive Care Unit Ping Chang Huayu Li S. Quan Shuyang Lu Shu-Fen Wung Janet Roveda Ao Li DiffM 61 20 0 16 Jan 2023
TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis Haixu Wu Teng Hu Yong Liu Hang Zhou Jianmin Wang Mingsheng Long AI4TS AIFin 139 809 0 05 Oct 2022
Can Language Understand Depth? Renrui Zhang Ziyao Zeng Ziyu Guo Yafeng Li VLM MDE 79 73 0 03 Jul 2022
A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis Wanyu Bian Qingchao Zhang X. Ye Yunmei Chen DRL 63 22 0 08 Apr 2022
FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting Tian Zhou Ziqing Ma Qingsong Wen Xue Wang Liang Sun Rong Jin AI4TS 248 1,429 0 30 Jan 2022
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation Yuyan Chen Yanghua Xiao Bang Liu 55 17 0 13 Jan 2022
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 104 2,728 0 01 Apr 2020
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network A. Sherstinsky 92 3,725 0 09 Aug 2018
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 321 20,070 0 07 Oct 2016