Pinned Repositories
BUCTD
[ICCV 2023] "Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity"
DeepDraw
[eLife 2023] Code for "Contrasting action and posture coding with hierarchical deep neural network models of proprioception"
DLC2action
DLC2Action is an action segmentation package that makes running and tracking of machine learning experiments easy.
dlc2action_annotation
Simple vispy-based frame-by-frame behavior annotation GUI. Also can display DeepLabCut poses within videos during annotation.
dmap
[NeurIPS 2022] DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body
HOISDF
[CVPR 2024] HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
lattice
[NeurIPS 2023] Latent Exploration for Reinforcement Learning
myochallenge
[NeurIPS 2022] Winning code for the Baoding ball MyoChallenge at NeurIPS 2022
poet
End-to-end trainable model for pose estimation
wildclip
Scene and animal attribute retrieval from camera trap data with domain-adapted vision-language models
Mathis Group @ EPFL's Repositories
amathislab/BUCTD
[ICCV 2023] "Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity"
amathislab/HOISDF
[CVPR 2024] HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
amathislab/lattice
[NeurIPS 2023] Latent Exploration for Reinforcement Learning
amathislab/DLC2action
DLC2Action is an action segmentation package that makes running and tracking of machine learning experiments easy.
amathislab/dlc2action_annotation
Simple vispy-based frame-by-frame behavior annotation GUI. Also can display DeepLabCut poses within videos during annotation.
amathislab/dmap
[NeurIPS 2022] DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body
amathislab/wildclip
Scene and animal attribute retrieval from camera trap data with domain-adapted vision-language models
amathislab/myochallenge
[NeurIPS 2022] Winning code for the Baoding ball MyoChallenge at NeurIPS 2022
amathislab/DeepDraw
[eLife 2023] Code for "Contrasting action and posture coding with hierarchical deep neural network models of proprioception"
amathislab/poet
End-to-end trainable model for pose estimation
amathislab/NX-414
Coding course materials for Brain-like computation and intelligence
amathislab/Task-driven-Proprioception
[Cell 2024]: Code for Task-driven neural network models predict neural dynamics of proprioception by Marin Vargas* and Bisi* et al.
amathislab/myochallenge-lattice
Repository for 2023 myochallenge submissions
amathislab/LemanicHackathon
1st Lemanic Hackathon
amathislab/odeformer
amathislab/AcinoSet
Camera calibration & 3D pose estimation tools for AcinoSet
amathislab/DeepLabCut-Workshop-Materials
Workshop material for using DeepLabCut
amathislab/DLCutils
Various scripts to support deeplabcut...
amathislab/Horse-10-benchmark
Evaluation code for the horse-10 dataset!
amathislab/myosuite
MyoSuite is a collection of environments/tasks to be solved by musculoskeletal models simulated with the MuJoCo physics engine and wrapped in the OpenAI gym API.
amathislab/Primer-MotionCapture
A Primer on Motion Capture with Deep Learning:Principles, Pitfalls and Perspectives
amathislab/.github
amathislab/Megatron-LLM
distributed trainer for LLMs