LATM Generates And Executes Extension Tools Using LLM LATM Generates And Executes Extension Tools Using LLM 13/06/2023 Large Language Models
Tree Of Thought: Incorporating System 2 Concepts Into LLM, Even More Powerful Than CoT-based GPT-4 Tree Of Thought: Incorporating System 2 Concepts Into LLM, Even More Powerful Than CoT-based GPT-4 12/06/2023 Large Language Models
Predictive Performance SCINet Beyond Transformers Predictive Performance SCINet Beyond Transformers 12/06/2023 Time-series
FiLM Solves The Trade-off Between Noise Removal And Variability Detection In Time Series Forecasting Models. FiLM Solves The Trade-off Between Noise Removal And Variability Detection In Time Series Forecasting ... 05/06/2023 Time-series
Time Series Classification Dynamic Sparse Network DNS That Learns Over A Wide Receptive Field Without Complex Tuning Time Series Classification Dynamic Sparse Network DNS That Learns Over A Wide Receptive Field Withou ... 26/05/2023 Time-series
ControlNet Revolutionizes Diffusion Modeling By Allowing Stable Diffusion's AI Characters To Be Directed Into Specific Poses! ControlNet Revolutionizes Diffusion Modeling By Allowing Stable Diffusion's AI Characters To Be Dire ... 19/05/2023 Stable Diffusion
Time Series Forecasting D3VAE Using Generative Models Time Series Forecasting D3VAE Using Generative Models 15/05/2023 Time-series
BILCO For Accurate And Fast Alignment Of Time Deviations Between Time Series Data Series BILCO For Accurate And Fast Alignment Of Time Deviations Between Time Series Data Series 18/04/2023 Time-series
Time Series Model LaST That Can Forecast Accurately Even With Mixed Seasonal Variations And Trends Time Series Model LaST That Can Forecast Accurately Even With Mixed Seasonal Variations And Trends 04/04/2023 Time-series
Survey The Latest Transformers For Time Series Survey The Latest Transformers For Time Series 20/02/2023 Time-series
Here Comes AugMax, A Data Extension Method That Overcomes Model Weaknesses! Here Comes AugMax, A Data Extension Method That Overcomes Model Weaknesses! 14/02/2023 Data Augmentation
SSSD Model Applying A Diffusion Model To The Missing Completion Problem For Time Series Data SSSD Model Applying A Diffusion Model To The Missing Completion Problem For Time Series Data 13/02/2023 Time-series
Automatic View Learning In Contrastive Learning Of Time Series LEAVES Automatic View Learning In Contrastive Learning Of Time Series LEAVES 10/02/2023 Time-series
New Trends In Time Series Analysis : Robust Time Series "Chain" Extraction By Incremental Nearest Neighbor Method TSC22 New Trends In Time Series Analysis : Robust Time Series "Chain" Extraction By Incremental Nearest Ne ... 08/02/2023 Time-series
TSDFNet For Time Series Forecasting With An Attentive Feature Value Fusion Mechanism TSDFNet For Time Series Forecasting With An Attentive Feature Value Fusion Mechanism 24/01/2023 Time-series
Simple But Powerful! Here Comes AugMix, A Data Extension Method That Improves Both Model Generalizability And Uncertainty! Simple But Powerful! Here Comes AugMix, A Data Extension Method That Improves Both Model Generalizab ... 10/01/2023 Data Augmentation
Time Series Imputation Network STING Based On Self-Attention Using GAN Time Series Imputation Network STING Based On Self-Attention Using GAN 19/12/2022 Time-series
GAIA, A Transition Learning System That Can Handle Any Downstream Task GAIA, A Transition Learning System That Can Handle Any Downstream Task 08/12/2022 Transfer Learning