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Papers

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Showing 51–100 of 8760 papers

TitleStatusHype
Map It Anywhere (MIA): Empowering Bird's Eye View Mapping using Large-scale Public DataCode2
MonoOcc: Digging into Monocular Semantic Occupancy PredictionCode2
Learning Accurate Long-term Dynamics for Model-based Reinforcement LearningCode2
Leapfrog Diffusion Model for Stochastic Trajectory PredictionCode2
LibCity: An Open Library for Traffic PredictionCode2
LPCNet: Improving Neural Speech Synthesis Through Linear PredictionCode2
Joint Perception and Prediction for Autonomous Driving: A SurveyCode2
Mamba Meets Financial Markets: A Graph-Mamba Approach for Stock Price PredictionCode2
MART: MultiscAle Relational Transformer Networks for Multi-agent Trajectory PredictionCode2
Adversarial Detection and Correction by Matching Prediction DistributionsCode2
A Unified Image-Dense Annotation Generation Model for Underwater ScenesCode2
A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future TrendsCode2
Large Scale Transfer Learning for Tabular Data via Language ModelingCode2
Link Prediction without Graph Neural NetworksCode2
Improving Molecular Properties Prediction Through Latent Space FusionCode2
IMKGA-SM: Interpretable Multimodal Knowledge Graph Answer Prediction via Sequence ModelingCode2
In-Context Imitation Learning via Next-Token PredictionCode2
HiVT: Hierarchical Vector Transformer for Multi-Agent Motion PredictionCode2
General Flow as Foundation Affordance for Scalable Robot LearningCode2
Attention-based CNN-LSTM and XGBoost hybrid model for stock predictionCode2
Transductive Active Learning: Theory and ApplicationsCode2
Motion Transformer with Global Intention Localization and Local Movement RefinementCode2
FlowAR: Scale-wise Autoregressive Image Generation Meets Flow MatchingCode2
FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height PluginCode2
FLEN: Leveraging Field for Scalable CTR PredictionCode2
FedGH: Heterogeneous Federated Learning with Generalized Global HeaderCode2
Enforcing geometric constraints of virtual normal for depth predictionCode2
Financial Fine-tuning a Large Time Series ModelCode2
Electron flow matching for generative reaction mechanism prediction obeying conservation lawsCode2
ABodyBuilder3: Improved and scalable antibody structure predictionsCode2
EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene UnderstandingCode2
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal InconsistencyCode2
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron AnalysisCode2
Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and BeyondCode2
Efficient Autoregressive Audio Modeling via Next-Scale PredictionCode2
Document Expansion by Query PredictionCode2
Diving Deeper Into Pedestrian Behavior Understanding: Intention Estimation, Action Prediction, and Event Risk AssessmentCode2
Accurate RNA 3D structure prediction using a language model-based deep learning approachCode2
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement LearningCode2
Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic ForecastingCode2
Fully Sparse 3D Occupancy PredictionCode2
FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic PredictionCode2
Analyzing Learned Molecular Representations for Property PredictionCode2
FlexVAR: Flexible Visual Autoregressive Modeling without Residual PredictionCode2
Deep Learning and Foundation Models for Weather Prediction: A SurveyCode2
DeepDTA: Deep Drug-Target Binding Affinity PredictionCode2
DeepPurpose: a Deep Learning Library for Drug-Target Interaction PredictionCode2
DDP: Diffusion Model for Dense Visual PredictionCode2
HumanMAC: Masked Motion Completion for Human Motion PredictionCode2
CVT-Occ: Cost Volume Temporal Fusion for 3D Occupancy PredictionCode2
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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