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
Towards Patient-Specific Surgical Planning for Bicuspid Aortic Valve Repair: Fully Automated Segmentation of the Aortic Valve in 4D CT—0
MV-GMN: State Space Model for Multi-View Action Recognition—0
IMSSA: Deploying modern state-space models on memristive in-memory compute hardware—0
A Staged Deep Learning Approach to Spatial Refinement in 3D Temporal Atmospheric Transport—0
DiCoDe: Diffusion-Compressed Deep Tokens for Autoregressive Video Generation with Language Models—0
LiDAR-based End-to-end Temporal Perception for Vehicle-Infrastructure Cooperation—0
MarineFormer: A Spatio-Temporal Attention Model for USV Navigation in Dynamic Marine Environments—0
Scalable Mechanistic Neural Networks for Differential Equations and Machine LearningCode0
SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition—0
Causal Temporal Representation Learning with Nonstationary Sparse TransitionCode0
A Comprehensive Review of Few-shot Action Recognition—0
Spiking Tucker Fusion Transformer for Audio-Visual Zero-Shot Learning—0
Spatiotemporal Predictions of Toxic Urban Plumes Using Deep Learning—0
Untangling Lariats: Subgradient Following of Variationally Penalized Objectives—0
F5C-finder: An Explainable and Ensemble Biological Language Model for Predicting 5-Formylcytidine Modifications on mRNACode0
Learning Object Semantic Similarity with Self-Supervision—0
Interpretable Neural Temporal Point Processes for Modelling Electronic Health Records—0
Mitigating LLM Hallucinations via Conformal Abstention—0
Towards the Reusability and Compositionality of Causal Representations—0
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoringCode0
Deep Learning Approaches for Human Action Recognition in Video Data—0
DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning—0
Transformer Multivariate Forecasting: Less is More?Code0
Attention-Enhanced Reservoir ComputingCode0
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
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
Improving Trajectory Prediction in Dynamic Multi-Agent Environment by Dropping Waypoints—0
Probabilistic Sampling-Enhanced Temporal-Spatial GCN: A Scalable Framework for Transaction Anomaly Detection in Ethereum Networks—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
Forward and Inverse Approximation Theory for Linear Temporal Convolutional Networks—0
Fitness-for-Duty Classification using Temporal Sequences of Iris Periocular images—0
BloombergGPT: A Large Language Model for FinanceCode0
On the Reachability and Controllability of Temporal Continuous-Time Linear Networks: A Generic Analysis—0
Recursive deep learning framework for forecasting the decadal world economic outlookCode0
Unsupervised 3D Point Cloud Representation Learning by Triangle Constrained Contrast for Autonomous Driving—0
Modeling Time-Series and Spatial Data for Recommendations and Other Applications—0
Adaptive Multi-Agent Continuous Learning SystemCode0
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