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 51–100 of 200 papers

TitleStatusHype
Working memory facilitates reward-modulated Hebbian learning in recurrent neural networksCode0
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge GraphsCode0
Long-term Blood Pressure Prediction with Deep Recurrent Neural NetworksCode0
Using stigmergy as a computational memory in the design of recurrent neural networksCode0
Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler RadarCode0
SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender SystemCode0
Self-supervised Amodal Video Object SegmentationCode0
Medical Profile Model: Scientific and Practical Applications in HealthcareCode0
Explainable Graph Pyramid Autoformer for Long-Term Traffic ForecastingCode0
Human or Machine? It Is Not What You Write, But How You Write ItCode0
Convolutional Recurrent Neural Networks for Dynamic MR Image ReconstructionCode0
shapeDTW: shape Dynamic Time WarpingCode0
Proactive Robot Assistance via Spatio-Temporal Object ModelingCode0
ASD Classification on Dynamic Brain Connectome using Temporal Random Walk with Transformer-based Dynamic Network EmbeddingCode0
Scalable Mechanistic Neural Networks for Differential Equations and Machine LearningCode0
SoftLoc: Robust Temporal Localization under Label MisalignmentCode0
Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based SequencesCode0
F5C-finder: An Explainable and Ensemble Biological Language Model for Predicting 5-Formylcytidine Modifications on mRNACode0
SampleRNN: An Unconditional End-to-End Neural Audio Generation ModelCode0
Generating Multi-type Temporal Sequences to Mitigate Class-imbalanced ProblemCode0
Spatio-temporal Tendency Reasoning for Human Body Pose and Shape Estimation from VideosCode0
Recursive deep learning framework for forecasting the decadal world economic outlookCode0
Causal Temporal Representation Learning with Nonstationary Sparse TransitionCode0
State-Frequency Memory Recurrent Neural NetworksCode0
Multi-level Convolutional Autoencoder Networks for Parametric Prediction of Spatio-temporal Dynamics—0
Multiscale Manifold Warping—0
Multi-View Dynamic Shape Refinement Using Local Temporal Integration—0
MV-GMN: State Space Model for Multi-View Action Recognition—0
Of All StrIPEs: Investigating Structure-informed Positional Encoding for Efficient Music Generation—0
On exploiting the synaptic interaction properties to obtain frequency-specific neurons—0
On the Evaluation of Sequential Machine Learning for Network Intrusion Detection—0
On the Reachability and Controllability of Temporal Continuous-Time Linear Networks: A Generic Analysis—0
Organization of a Latent Space structure in VAE/GAN trained by navigation data—0
OT-Talk: Animating 3D Talking Head with Optimal Transportation—0
Person Re-identification in Videos by Analyzing Spatio-Temporal Tubes—0
Physics-informed Tensor-train ConvLSTM for Volumetric Velocity Forecasting of Loop Current—0
Positional Encoding-based Resident Identification in Multi-resident Smart Homes—0
Predictive Coding as Stimulus Avoidance in Spiking Neural Networks—0
Probabilistic Planning with Preferences over Temporal Goals—0
Probabilistic Sampling-Enhanced Temporal-Spatial GCN: A Scalable Framework for Transaction Anomaly Detection in Ethereum Networks—0
Recurrent Event Network: Autoregressive Structure Inferenceover Temporal Knowledge Graphs—0
Recurrent Event Network : Global Structure Inference Over Temporal Knowledge Graph—0
Regularized Dynamic Boltzmann Machine with Delay Pruning for Unsupervised Learning of Temporal Sequences—0
Retrieving Continuous Time Event Sequences using Neural Temporal Point Processes with Learnable Hashing—0
Rotor Localization and Phase Mapping of Cardiac Excitation Waves using Deep Neural Networks—0
Large-scale unsupervised spatio-temporal semantic analysis of vast regions from satellite images sequences—0
Sequence Classification with Neural Conditional Random Fields—0
Sequential Neural Barriers for Scalable Dynamic Obstacle Avoidance—0
Single-Photon Structured Light—0
Sparse Attentive Backtracking: Temporal CreditAssignment Through Reminding—0
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