SOTAVerified

Temporal Sequences

This task asks models to answer questions about which times certain events could have occurred.

Source: BIG-bench

Image source: BIG-bench

Papers

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Showing 51–75 of 200 papers

TitleStatusHype
Remaining Useful Life Prediction for Aircraft Engines using LSTMCode1
Transformer Multivariate Forecasting: Less is More?Code0
Attention-Enhanced Reservoir ComputingCode0
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryCode3
Learning to combine top-down context and feed-forward representations under ambiguity with apical and basal dendrites—0
HandDiffuse: Generative Controllers for Two-Hand Interactions via Diffusion Models—0
Short-term Precipitation Forecasting in The Netherlands: An Application of Convolutional LSTM neural networks to weather radar dataCode1
On exploiting the synaptic interaction properties to obtain frequency-specific neurons—0
Positional Encoding-based Resident Identification in Multi-resident Smart Homes—0
Exploitation des propriétés de saturation synaptique pour obtenir un neurone à fréquence spécifique—0
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical MapsCode1
NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time-Series PretrainingCode1
Probabilistic Sampling-Enhanced Temporal-Spatial GCN: A Scalable Framework for Transaction Anomaly Detection in Ethereum Networks—0
Improving Trajectory Prediction in Dynamic Multi-Agent Environment by Dropping Waypoints—0
tSPM+; a high-performance algorithm for mining transitive sequential patterns from clinical dataCode0
DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks—0
Easy attention: A simple attention mechanism for temporal predictions with transformers—0
A generative model for surrogates of spatial-temporal wildfire nowcasting—0
Retrieving Continuous Time Event Sequences using Neural Temporal Point Processes with Learnable Hashing—0
Sequential Neural Barriers for Scalable Dynamic Obstacle Avoidance—0
Alternative Telescopic Displacement: An Efficient Multimodal Alignment MethodCode0
A Graph Neural Network Approach for Temporal Mesh Blending and Correspondence—0
Robust Explainer Recommendation for Time Series ClassificationCode0
Computation with Sequences in a Model of the Brain—0
Spatio-Temporal Deep Learning-Assisted Reduced Security-Constrained Unit Commitment—0
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