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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 101–125 of 200 papers

TitleStatusHype
Unsupervised Multiple-Object Tracking with a Dynamical Variational Autoencoder—0
Time-Frequency Mask Aware Bi-directional LSTM: A Deep Learning Approach for Underwater Acoustic Signal Separation—0
CITRIS: Causal Identifiability from Temporal Intervened SequencesCode1
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
Ice hockey player identification via transformers and weakly supervised learning—0
M2A: Motion Aware Attention for Accurate Video Action RecognitionCode1
Learning Scene Dynamics from Point Cloud Sequences—0
Learning Finite Linear Temporal Logic Specifications with a Specialized Neural Operator—0
Rotor Localization and Phase Mapping of Cardiac Excitation Waves using Deep Neural Networks—0
Multiscale Manifold Warping—0
A pattern recognition approach for distinguishing between prose and poetry—0
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention NetworksCode1
Medical Profile Model: Scientific and Practical Applications in HealthcareCode0
Predicting Human Scanpaths in Visual Question AnsweringCode1
Virtual Temporal Samples for Recurrent Neural Networks: applied to semantic segmentation in agriculture—0
On the Evaluation of Sequential Machine Learning for Network Intrusion Detection—0
Temporal and Object Quantification Networks—0
Divide and Rule: Recurrent Partitioned Network for Dynamic Processes—0
Representation Learning via Global Temporal Alignment and Cycle-ConsistencyCode1
Time-Aware Q-Networks: Resolving Temporal Irregularity for Deep Reinforcement Learning—0
Learning future terrorist targets through temporal meta-graphsCode1
Generating Multi-type Temporal Sequences to Mitigate Class-imbalanced ProblemCode0
Anchor-Constrained Viterbi for Set-Supervised Action Segmentation—0
Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery—0
Probabilistic Planning with Preferences over Temporal Goals—0
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