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 1–50 of 200 papers

TitleStatusHype
Training Compute-Optimal Large Language ModelsCode6
Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal UnderstandingCode3
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryCode3
Scaling Video-Language Models to 10K Frames via Hierarchical Differential DistillationCode2
xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar MemoriesCode2
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation DataCode2
RoboSense: Large-scale Dataset and Benchmark for Egocentric Robot Perception and Navigation in Crowded and Unstructured EnvironmentsCode2
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series ForecastingCode2
Multi-Patch Prediction: Adapting LLMs for Time Series Representation LearningCode2
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
TiMo: Spatiotemporal Foundation Model for Satellite Image Time SeriesCode1
Grid: Omni Visual GenerationCode1
KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold NetworksCode1
Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-trainingCode1
Semantically-correlated memories in a dense associative modelCode1
Towards Learning Contrast Kinetics with Multi-Condition Latent Diffusion ModelsCode1
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike StreamsCode1
Remaining Useful Life Prediction for Aircraft Engines using LSTMCode1
Short-term Precipitation Forecasting in The Netherlands: An Application of Convolutional LSTM neural networks to weather radar dataCode1
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical MapsCode1
NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time-Series PretrainingCode1
Reducing ANN-SNN Conversion Error through Residual Membrane PotentialCode1
Scalable Spatiotemporal Graph Neural NetworksCode1
Leveraging Language Foundation Models for Human Mobility ForecastingCode1
Causal Representation Learning for Instantaneous and Temporal Effects in Interactive SystemsCode1
Continual Spatio-Temporal Graph Convolutional NetworksCode1
CITRIS: Causal Identifiability from Temporal Intervened SequencesCode1
M2A: Motion Aware Attention for Accurate Video Action RecognitionCode1
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention NetworksCode1
Predicting Human Scanpaths in Visual Question AnsweringCode1
Representation Learning via Global Temporal Alignment and Cycle-ConsistencyCode1
Learning future terrorist targets through temporal meta-graphsCode1
Detecting Invisible PeopleCode1
A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in VideoCode1
Graph WaveNet for Deep Spatial-Temporal Graph ModelingCode1
Functional Map of the WorldCode1
Hunyuan-GameCraft: High-dynamic Interactive Game Video Generation with Hybrid History Condition—0
TrajSceneLLM: A Multimodal Perspective on Semantic GPS Trajectory AnalysisCode0
APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval—0
Time Blindness: Why Video-Language Models Can't See What Humans Can?—0
Automata Learning of Preferences over Temporal Logic Formulas from Pairwise Comparisons—0
LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction—0
OT-Talk: Animating 3D Talking Head with Optimal Transportation—0
Accelerated 3D-3D rigid registration of echocardiographic images obtained from apical window using particle filter—0
TimeSoccer: An End-to-End Multimodal Large Language Model for Soccer Commentary Generation—0
Of All StrIPEs: Investigating Structure-informed Positional Encoding for Efficient Music Generation—0
Inverse RL Scene Dynamics Learning for Nonlinear Predictive Control in Autonomous Vehicles—0
When Reasoning Meets Compression: Benchmarking Compressed Large Reasoning Models on Complex Reasoning Tasks—0
ASD Classification on Dynamic Brain Connectome using Temporal Random Walk with Transformer-based Dynamic Network EmbeddingCode0
A Deep Learning Architecture for Land Cover Mapping Using Spatio-Temporal Sentinel-1 Features—0
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