Interesting Machine Learning Papers

Interesting Machine Learning Papers

• PipeMonitor

  • alexfcoding/NeuralLibrary: C# library with demo UI app for creating, training and validation of neural network models

• TUMFTM/GraphBasedLocalTrajectoryPlanner: Local trajectory planner based on a multilayer graph framework for autonomous race vehicles.

  • Graph-Based Local Trajectory Planner Documentation—Graph-Based Local Trajectory Planner 0.0.1 documentation

• Concept Whitening for Interpretable Image Recognition

  • zhiCHEN96/ConceptWhitening

• Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

  • Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) - Papers With Code

• Deep Learning-Based Human Pose Estimation: A Survey

  • zczcwh/DL-HPE

• Analysis of skin lesion images with deep learning

  • j05t/lesion-analysis: Skin Lesion Analysis Towards Melanoma Detection

Neural Representation

• vsitzmann/awesome-implicit-representations: A curated list of resources on implicit neural representations.
• yenchenlin/awesome-NeRF: A curated list of awesome neural radiance fields papers
• Neural ODE

MPC Deep Learning Control

• CMU Locus Lab
• mpc.pytorch: A fast and differentiable MPC solver for PyTorch
• Publications

Deep Implicit Layers

• Deep Implicit Layers - Neural ODEs, Deep Equilibirum Models, and Beyond
• massastrello/awesome-implicit-neural-models