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

https://github.com/bras-p/langevin-for-stochastic-control

공식 코드

Langevin algorithms for Markovian Neural Networks and Deep Stochastic control

https://github.com/brendacnogueira/datareconstruction

공식 코드

Experiential-Informed Data Reconstruction for Fishery Sustainability and Policies in the Azores

https://github.com/brucewang123456789/GeniusTrail

공식 코드

Wormhole Memory: A Rubik's Cube for Cross-Dialogue Retrieval

https://github.com/bstellato/mlopt

공식 코드

Online Mixed-Integer Optimization in Milliseconds

https://github.com/btfrontier/polygon_mapping

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Real-Time Polygonal Semantic Mapping for Humanoid Robot Stair Climbing

https://github.com/buds-lab/energystar-plus-plus

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EnergyStar++: Towards more accurate and explanatory building energy benchmarking

https://github.com/buds-lab/filling-time-series-gaps-using-image-techniques

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Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation

https://github.com/buds-lab/spacematch-paper

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Spacematch: Using environmental preferences to match occupants to suitable activity-based workspaces

https://github.com/bvobart/mllint

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"Project smells" -- Experiences in Analysing the Software Quality of ML Projects with mllint

https://github.com/bxiang233/panopticsegforlargescalepointcloud

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Towards accurate instance segmentation in large-scale LiDAR point clouds

https://github.com/cabrerac/semi-automatic-literature-survey

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Real-world Machine Learning Systems: A survey from a Data-Oriented Architecture Perspective

https://github.com/cafaro/jit-transformer

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Just In Time Transformers

https://github.com/camma-public/indexity

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INDEXITY: a web-based collaborative tool for medical video annotation

https://github.com/castacks/cvar-energy-risk-deep-model

공식 코드

CVaR-based Flight Energy Risk Assessment for Multirotor UAVs using a Deep Energy Model

https://github.com/causalml/proximalrl

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Proximal Reinforcement Learning: Efficient Off-Policy Evaluation in Partially Observed Markov Decision Processes

https://github.com/cboettig/pdg_control

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Optimal management of a stochastically varying population when policy adjustment is costly

https://github.com/cdslabamotong/social_inverse

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Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations

https://github.com/celiotrois/posidonia_biogeochemical

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Machine Learning Reveals Large-scale Impact of Posidonia Oceanica on Mediterranean Sea Water

https://github.com/cesnet/cesnet-datazoo

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DataZoo: Streamlining Traffic Classification Experiments

https://github.com/cgomezsu/IntelligentAQM

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Intelligent Active Queue Management Using Explicit Congestion Notification

https://github.com/chandan789maity/hitgram

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HITgram: A Platform for Experimenting with n-gram Language Models

https://github.com/charleshsc/HarmoDT

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HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning

https://github.com/chelsea234/hifi_ifdl

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DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection

https://github.com/chennnnnyize/carbon_emission_power_grids

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Contributions of Individual Generators to Nodal Carbon Emissions

https://github.com/chennnnnyize/powersystem_rl_attacks

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Understanding the Safety Requirements for Learning-based Power Systems Operations

https://github.com/chenxino/dtmp

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Digital Twin Mobility Profiling: A Spatio-Temporal Graph Learning Approach

https://github.com/chili-epfl/justhink-dialogue-and-actions-corpus

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Studying Alignment in a Collaborative Learning Activity via Automatic Methods: The Link Between What We Say and Do

https://github.com/christopher-irw/proformer_ce

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Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring

https://github.com/chz056/bear

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BEAR: Physics-Principled Building Environment for Control and Reinforcement Learning

https://github.com/cinthiasanchez/crisis-classification

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Cross-Lingual and Cross-Domain Crisis Classification for Low-Resource Scenarios

https://github.com/cju0/trajllm

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TrajLLM: A Modular LLM-Enhanced Agent-Based Framework for Realistic Human Trajectory Simulation

https://github.com/ckaparakis/wf-unet

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WF-UNet: Weather Fusion UNet for Precipitation Nowcasting

https://github.com/ckyrkou/AIDER

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EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion

https://github.com/ckyrkou/EmergencyNet

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Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles

https://github.com/clinicalml/gumbel-max-scm

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Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models

https://github.com/clinicalml/trajectory-inspection

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Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies

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