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Papers

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Showing 51–100 of 8760 papers

TitleStatusHype
LPCNet: Improving Neural Speech Synthesis Through Linear PredictionCode2
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
Joint Perception and Prediction for Autonomous Driving: A SurveyCode2
M2I: From Factored Marginal Trajectory Prediction to Interactive PredictionCode2
Making Pre-trained Language Models Great on Tabular PredictionCode2
Map It Anywhere (MIA): Empowering Bird's Eye View Mapping using Large-scale Public DataCode2
MART: MultiscAle Relational Transformer Networks for Multi-agent Trajectory PredictionCode2
A Unified Image-Dense Annotation Generation Model for Underwater ScenesCode2
Transductive Active Learning: Theory and ApplicationsCode2
Large Scale Transfer Learning for Tabular Data via Language ModelingCode2
Link Prediction without Graph Neural NetworksCode2
IMKGA-SM: Interpretable Multimodal Knowledge Graph Answer Prediction via Sequence ModelingCode2
HumanMAC: Masked Motion Completion for Human Motion PredictionCode2
Improving Molecular Properties Prediction Through Latent Space FusionCode2
Analyzing Learned Molecular Representations for Property PredictionCode2
General Flow as Foundation Affordance for Scalable Robot LearningCode2
A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future TrendsCode2
HiVT: Hierarchical Vector Transformer for Multi-Agent Motion PredictionCode2
In-Context Imitation Learning via Next-Token PredictionCode2
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
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement LearningCode2
Financial Fine-tuning a Large Time Series ModelCode2
Efficient Autoregressive Audio Modeling via Next-Scale PredictionCode2
Electron flow matching for generative reaction mechanism prediction obeying conservation lawsCode2
Accurate RNA 3D structure prediction using a language model-based deep learning approachCode2
ABodyBuilder3: Improved and scalable antibody structure predictionsCode2
EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene UnderstandingCode2
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron AnalysisCode2
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal InconsistencyCode2
Diving Deeper Into Pedestrian Behavior Understanding: Intention Estimation, Action Prediction, and Event Risk AssessmentCode2
Distribution-Free, Risk-Controlling Prediction SetsCode2
Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic ForecastingCode2
Document Expansion by Query PredictionCode2
FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic PredictionCode2
FlexVAR: Flexible Visual Autoregressive Modeling without Residual PredictionCode2
Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and BeyondCode2
Fully Sparse 3D Occupancy PredictionCode2
DeepDTA: Deep Drug-Target Binding Affinity PredictionCode2
DeCLIP: Decoupled Learning for Open-Vocabulary Dense PerceptionCode2
Deep Learning and Foundation Models for Weather Prediction: A SurveyCode2
CVT-Occ: Cost Volume Temporal Fusion for 3D Occupancy PredictionCode2
Adversarial Detection and Correction by Matching Prediction DistributionsCode2
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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