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Papers

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Showing 2451–2500 of 8760 papers

TitleStatusHype
Feedforward neural networks as statistical models: Improving interpretability through uncertainty quantification—0
CPSOR-GCN: A Vehicle Trajectory Prediction Method Powered by Emotion and Cognitive Theory—0
TTMFN: Two-stream Transformer-based Multimodal Fusion Network for Survival Prediction—0
Novel models for fatigue life prediction under wideband random loads based on machine learning—0
Predicting Continuous Locomotion Modes via Multidimensional Feature Learning from sEMG—0
ReactionT5: a large-scale pre-trained model towards application of limited reaction dataCode1
MuST: Multimodal Spatiotemporal Graph-Transformer for Hospital Readmission Prediction—0
Earnings Prediction Using Recurrent Neural Networks—0
Early-Exit Neural Networks with Nested Prediction Sets—0
Protein-ligand binding representation learning from fine-grained interactions—0
PolyMaX: General Dense Prediction with Mask Transformer—0
Audio-visual Saliency for Omnidirectional Videos—0
Deep Natural Language Feature Learning for Interpretable PredictionCode0
Social Motion Prediction with Cognitive Hierarchies—0
Identifying Semantic Component for Robust Molecular Property PredictionCode0
Forecasting Volatility with Machine Learning and Rough Volatility: Example from the Crypto-Winter—0
Augmenting Lane Perception and Topology Understanding with Standard Definition Navigation MapsCode1
When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks—0
Learned Causal Method Prediction—0
Practical considerations for variable screening in the super learnerCode0
Spatial Process Approximations: Assessing Their Necessity—0
Edge2Node: Reducing Edge Prediction to Node Classification—0
Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language—0
Successive Model-Agnostic Meta-Learning for Few-Shot Fault Time Series Prognosis—0
Attention-based Models for Snow-Water Equivalent PredictionCode0
Combating Bilateral Edge Noise for Robust Link PredictionCode1
AiluRus: A Scalable ViT Framework for Dense PredictionCode0
On Preserving the Knowledge of Long Clinical Texts—0
Map-assisted TDOA Localization Enhancement Based On CNN—0
Learning Defect Prediction from Unrealistic Data—0
Non-Autoregressive Diffusion-based Temporal Point Processes for Continuous-Time Long-Term Event Prediction—0
PPI++: Efficient Prediction-Powered InferenceCode2
Conformalized Deep Splines for Optimal and Efficient Prediction SetsCode0
Hierarchical Information-sharing Convolutional Neural Network for the Prediction of Arctic Sea Ice Concentration and Velocity—0
Joint Depth Prediction and Semantic Segmentation with Multi-View SAM—0
STDA-Meta: A Meta-Learning Framework for Few-Shot Traffic Prediction—0
GraphTransformers for Geospatial Forecasting of Hurricane Trajectories—0
SEINE: Short-to-Long Video Diffusion Model for Generative Transition and PredictionCode2
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite HistoryCode1
The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation—0
Interpretable Prototype-based Graph Information BottleneckCode1
Faithful and Robust Local Interpretability for Textual PredictionsCode0
A Low-Complexity Machine Learning Design for mmWave Beam Prediction—0
Transmission line condition prediction based on semi-supervised learning—0
Prediction of Locally Stationary Data Using Expert Advice—0
Conditional Unscented Autoencoders for Trajectory PredictionCode1
Epidemic outbreak prediction using machine learning models—0
Comparison of Microservice Call Rate Predictions for Replication in the Cloud—0
Topological, or Non-topological? A Deep Learning Based Prediction—0
Triplet Attention Transformer for Spatiotemporal Predictive Learning—0
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All datasetsQM9Synthetic

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RELATIONFORMEREdit Distance9.15—Unverified
2ANY2GRAPHEdit Distance3.44—Unverified
3FGWBARY-ILE + FDEdit Distance2.84—Unverified
4ANY2GRAPH + FDEdit Distance2.13—Unverified
#ModelMetricClaimedVerifiedStatus
1CW-CNNRMSE1.15—Unverified
2CW-ATRMSE0.03—Unverified