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Papers

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Showing 801–850 of 8760 papers

TitleStatusHype
Approximating Full Conformal Prediction at Scale via Influence FunctionsCode1
MatchMaker: A Deep Learning Framework for Drug Synergy PredictionCode1
Improving Expert Predictions with Conformal PredictionCode1
Crystal structure prediction with machine learning-based element substitutionCode1
Building a Performance Model for Deep Learning Recommendation Model Training on GPUsCode1
On Adversarial Robustness of Trajectory Prediction for Autonomous VehiclesCode1
Improving VAE based molecular representations for compound property predictionCode1
Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention NetworksCode1
CHERRY: a Computational metHod for accuratE pRediction of virus-pRokarYotic interactions using a graph encoder-decoder modelCode1
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion PredictionCode1
Causal Attention for Interpretable and Generalizable Graph ClassificationCode1
Learning Cross-Scale Weighted Prediction for Efficient Neural Video CompressionCode1
MPViT: Multi-Path Vision Transformer for Dense PredictionCode1
Masked Feature Prediction for Self-Supervised Visual Pre-TrainingCode1
Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal RelationsCode1
Gaussian Process Regression With Interpretable Sample-Wise Feature WeightsCode1
Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN ClassifiersCode1
Feature Statistics Mixing Regularization for Generative Adversarial NetworksCode1
Vehicle trajectory prediction works, but not everywhereCode1
CCasGNN: Collaborative Cascade Prediction Based on Graph Neural NetworksCode1
GaTector: A Unified Framework for Gaze Object PredictionCode1
Pairwise Learning for Neural Link PredictionCode1
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label ClassificationCode1
DenseCLIP: Language-Guided Dense Prediction with Context-Aware PromptingCode1
Editing a classifier by rewriting its prediction rulesCode1
Object-aware Monocular Depth Prediction with Instance ConvolutionsCode1
Co-evolution Transformer for Protein Contact PredictionCode1
3DVNet: Multi-View Depth Prediction and Volumetric RefinementCode1
Learning Multiple Dense Prediction Tasks from Partially Annotated DataCode1
Instance-wise Occlusion and Depth Orders in Natural ScenesCode1
Hierarchical Motion Encoder-Decoder Network for Trajectory ForecastingCode1
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic SegmentationCode1
Perturbed and Strict Mean Teachers for Semi-supervised Semantic SegmentationCode1
PeCo: Perceptual Codebook for BERT Pre-training of Vision TransformersCode1
Multiset-Equivariant Set Prediction with Approximate Implicit DifferentiationCode1
Multi-Person 3D Motion Prediction with Multi-Range TransformersCode1
A Surrogate Objective Framework for Prediction+Optimization with Soft ConstraintsCode1
A Large Scale Benchmark for Individual Treatment Effect Prediction and Uplift ModelingCode1
Radar Aided 6G Beam Prediction: Deep Learning Algorithms and Real-World DemonstrationCode1
A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield PredictionCode1
AIR^2 for Interaction PredictionCode1
Literature-Augmented Clinical Outcome PredictionCode1
Vision-Position Multi-Modal Beam Prediction Using Real Millimeter Wave DatasetsCode1
Contrastive Feature Loss for Image PredictionCode1
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma DistributionsCode1
Poisoning Knowledge Graph Embeddings via Relation Inference PatternsCode1
Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with AttentionCode1
Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face VideosCode1
Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain FeaturesCode1
Evidence Selection as a Token-Level Prediction TaskCode1
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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