PinnedNouswise: How to Be Your BestNouswise is a new search engine that searches through the sources you want to focus on, empowered with a stack of AI, nouswise unlocks the…May 16May 16
SparseTSF: Modeling Long-term Time Series Forecasting with 1k ParametersThis article describes a time series forecasting architecture with less than 1000 parameters (incredibly low) that is showing efficient and…Nov 3Nov 3
Published inTowards AILLM-Mixer: Multiscale Mixing in LLMs for Time Series ForecastingIntegrating multiscale time-series decomposition with pre-trained large language models (LLMs) to capture both short-term fluctuations and…Oct 231Oct 231
Published inTowards AIDiffusion Auto-Regressive Transformer For Effective Self-Supervised Time Series ForecastingTimeDART, a generative self-supervised method that integrates diffusion and auto-regressive modeling for time series forecasting tasks.Oct 191Oct 191
Published inTowards AIAre Language Models Actually Useful for Time Series Forecasting?We’ve seen huge progress in language models but what about Time Series tasks like forecasting? This article covers whether We can benefit…Jul 211Jul 211
Published inTowards AIToken-wise Influential Training Data Retrieval for Large Language ModelsThis paper presents RapidIn, a framework designed to estimate the influence of specific training data on the outputs of Large Language…Jun 4Jun 4
Published inTowards AISOFTS: Efficient Multivariate Time Series Forecasting with Series-Core FusionHow SOFTS, a new MLP-based model with the innovative STar Aggregate-Dispatch (STAD) module, achieves state-of-the-art performance in…May 191May 191
Published inTowards AIATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series ForecastingThis is a simple but comprehensive explanation of ATFNet, a new deep-learning model for long-term time forecasting. Enjoy!Apr 29Apr 29
SimVP: Simpler yet Better Video PredictionThis is going to be a short, not a long story. The story of a simpler model architecture but efficient for video prediction.Oct 23, 2023Oct 23, 2023
Published inTowards AIHow Can We Foresee Our Relationship With AI?Does AI make us dumber or smarter? How can we see our relationship with AI?Oct 6, 20231Oct 6, 20231
