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
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
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