Pinned Repositories
BehaveMAE
[ECCV 2024] "Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders"
BUCTD
[ICCV 2023] Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity
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
Kinesis
The official implementation of the paper "Reinforcement Learning-Based Motion Imitation for Physiologically Plausible Musculoskeletal Motor Control"
lattice
[NeurIPS 2023] Latent Exploration for Reinforcement Learning
myochallenge
[NeurIPS 2022, Neuron 2024] Winning code for the Baoding ball MyoChallenge at NeurIPS 2022
myochallenge-lattice
Repository for 2023 myochallenge submissions
Task-driven-Proprioception
[Cell 2024]: Code for Task-driven neural network models predict neural dynamics of proprioception by Marin Vargas* and Bisi* et al.
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/Kinesis
The official implementation of the paper "Reinforcement Learning-Based Motion Imitation for Physiologically Plausible Musculoskeletal Motor Control"
amathislab/lattice
[NeurIPS 2023] Latent Exploration for Reinforcement Learning
amathislab/wildclip
Scene and animal attribute retrieval from camera trap data with domain-adapted vision-language models
amathislab/BehaveMAE
[ECCV 2024] "Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders"
amathislab/myochallenge
[NeurIPS 2022, Neuron 2024] Winning code for the Baoding ball MyoChallenge at NeurIPS 2022
amathislab/dmap
[NeurIPS 2022] DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body
amathislab/myochallenge-lattice
Repository for 2023 myochallenge submissions
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/dlc2action_annotation
Simple vispy-based frame-by-frame behavior annotation GUI. Also can display DeepLabCut poses within videos during annotation.
amathislab/DeepDraw
[eLife 2023] Code for "Contrasting action and posture coding with hierarchical deep neural network models of proprioception"
amathislab/NX-414
Coding course materials for Brain-like computation and intelligence
amathislab/poet
End-to-end trainable model for pose estimation
amathislab/arnold-the-generalist
Something exciting is coming soon
amathislab/EPFL-Smart-Kitchen
EPFL-Smart-Kitchen-30 dataset is a multi-view action dataset with synchronized exocentric, egocentric, depth, IMUs, eye gaze, body and hand kinematics spanning 29.7 hours of 16 subjects cooking four different recipes.
amathislab/MyoChallengeAnalysis
[Neuron 2024] Analysis of Baoding ball policy from MyoChallenge at NeurIPS 2022
amathislab/ProprioceptiveIllusions
[Experimental Physiology] Deep-learning models of the ascending proprioceptive pathway are subject to illusions
amathislab/LemanicHackathon
1st Lemanic Hackathon
amathislab/MammAlps
Official codebase for MammAlps
amathislab/Horse-10-benchmark
Evaluation code for the horse-10 dataset!
amathislab/odeformer
amathislab/POET-live
SDK for running DeepLabCut/POET on a live video stream
amathislab/POET-live-GUI
GUI to run DeepLabCut/POET on live video feed
amathislab/DLCutils
Various scripts to support deeplabcut...
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/.github
amathislab/lmms-eval
One for All Modalities Evaluation Toolkit - including text, image, video, audio tasks.
amathislab/lmms-eval-lemonade
Accelerating the development of large multimodal models (LMMs) with one-click evaluation module - lmms-eval.
amathislab/Megatron-LLM
distributed trainer for LLMs