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Prediction

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코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/zehui127/1d-swin

공식 코드

Genomic Interpreter: A Hierarchical Genomic Deep Neural Network with 1D Shifted Window Transformer

https://github.com/zekarias-tilahun/deepred

공식 코드

Dynamic Embeddings for Interaction Prediction

https://github.com/zengshx777/Double-Rouble-Representation-Learning

공식 코드

Double Robust Representation Learning for Counterfactual Prediction

https://github.com/zeonchen/sfmgtl

공식 코드

Semantic-Fused Multi-Granularity Cross-City Traffic Prediction

https://github.com/zepingyu0512/arithmetic-mechanism

공식 코드

Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis

https://github.com/zhanchuanhong/sedgpl

공식 코드

What Would Happen Next? Predicting Consequences from An Event Causality Graph

https://github.com/zhanglab-aim/emgnn

공식 코드

Explainable Multilayer Graph Neural Network for Cancer Gene Prediction

https://github.com/zhangtp1996/taptap

공식 코드

Generative Table Pre-training Empowers Models for Tabular Prediction

https://github.com/zhangyl660/lerm

공식 코드

Rethinking Guidance Information to Utilize Unlabeled Samples:A Label Encoding Perspective

https://github.com/zhangyp15/beverse

공식 코드

BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving

https://github.com/zhaoyutim/ts-satfire

공식 코드

TS-SatFire: A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and Prediction

https://github.com/zhaoyuzhi/childpredictor

공식 코드

ChildPredictor: A Child Face Prediction Framework with Disentangled Learning

https://github.com/zhasion/rsar

공식 코드

RSAR: Restricted State Angle Resolver and Rotated SAR Benchmark

https://github.com/zhengchuanpan/GMAN

공식 코드

GMAN: A Graph Multi-Attention Network for Traffic Prediction

https://github.com/zhengfang1997/Unlimited-Neighborhood-Interaction-for-Heterogeneous-Trajectory-Prediction

공식 코드

Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction

https://github.com/zhengyunhan/equality-of-opportunity-travel-behavior

공식 코드

Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models

https://github.com/zhenwang9102/X-MedRELA

공식 코드

Rationalizing Medical Relation Prediction from Corpus-level Statistics

https://github.com/zhenweian/exp_ljp

공식 코드

Do Charge Prediction Models Learn Legal Theory?

https://github.com/zhenweiyang96/lbann

공식 코드

Neural Networks for Latent Budget Analysis of Compositional Data

https://github.com/zhichunguo/Meta-MGNN

공식 코드

Few-Shot Graph Learning for Molecular Property Prediction

https://github.com/zhileichen99/utopic

공식 코드

UTOPIC: Uncertainty-aware Overlap Prediction Network for Partial Point Cloud Registration

https://github.com/zhiqiangzhongddu/llmamol

공식 코드

Benchmarking Large Language Models for Molecule Prediction Tasks

https://github.com/zhitao-wang/plnlp

공식 코드

Pairwise Learning for Neural Link Prediction

https://github.com/zhixiangsu/apst

공식 코드

Anchoring Path for Inductive Relation Prediction in Knowledge Graphs

https://github.com/zhixiangsu/krst

공식 코드

Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer

https://github.com/zhiyuan-gg/conformal-uncertainty-criterion

공식 코드

ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees

https://github.com/zhiyuzz/Bayesian-Conformal

공식 코드

The Benefit of Being Bayesian in Online Conformal Prediction

https://github.com/zhougr1993/DeepInterestNetwork

공식 코드

Deep Interest Network for Click-Through Rate Prediction

https://github.com/zhouxy1003/tin

공식 코드

Temporal Interest Network for User Response Prediction

https://github.com/zhry10/PhyCNN

공식 코드

Physics-guided Convolutional Neural Network (PhyCNN) for Data-driven Seismic Response Modeling

https://github.com/zhufq00/ddis-prediction

공식 코드

Learning to Describe for Predicting Zero-shot Drug-Drug Interactions

https://github.com/zhufq00/mcnc

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A Generative Approach for Script Event Prediction via Contrastive Fine-tuning

https://github.com/zhw12/BERTRL

공식 코드

Inductive Relation Prediction by BERT

https://github.com/zibrahim/KD-OP

공식 코드

A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data

https://github.com/zichongli5/smurf-thp

공식 코드

SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process

https://github.com/zidixiu/VIE

공식 코드

Variational Disentanglement for Rare Event Modeling

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