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Simone Silenzi's Projects

3d_vsg icon 3d_vsg

3D Variable Scene Graphs for long-term semantic scene change prediction.

active_grasp icon active_grasp

Closed-loop next-best view planning for grasp detection in clutter.

agrol icon agrol

Code release for "Avatars Grow Legs Generating Smooth Human Motion from Sparse Tracking Inputs with Diffusion Model", CVPR 2023

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

architect_corl_23 icon architect_corl_23

Code accompanying our 2023 CoRL paper, "A Bayesian approach to breaking things: efficiently predicting and repairing failure modes via sampling"

augmented-neural-lyapunov-control icon augmented-neural-lyapunov-control

Automatic learning of (linear and nonlinear) control function for nonlinear dynamical systems with stability certificates. The stability of the closed-loop system is proved by means of a Lyapunov Function, and its correctness is certified with SMT solvers.

co-tracker icon co-tracker

CoTracker is a model for tracking any point (pixel) on a video.

compass icon compass

COntrastive Multimodal Pretraining for AutonomouS Systems

covins icon covins

COVINS -- A Framework for Collaborative Visual-Inertial SLAM and Multi-Agent 3D Mapping

cutler icon cutler

Code release for "Cut and Learn for Unsupervised Object Detection and Instance Segmentation"

daba icon daba

Official implementation of "Decentralization and Acceleration Enables Large-Scale Bundle Adjustment"

deep_ev_tracker icon deep_ev_tracker

Repository relating to "Data-driven Feature Tracking for Event Cameras" (CVPR, 2023, Award Candidate).

dexcap icon dexcap

"DexCap: Scalable and Portable Mocap Data Collection System for Dexterous Manipulation" code repository

diffusion-ccsp icon diffusion-ccsp

Code for Compositional Diffusion-Based Continuous Constraint Solvers (CoRL 23)

dm_control icon dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

doraemon icon doraemon

Domain Randomization via Entropy Maximization

draggan icon draggan

Official Code for DragGAN (SIGGRAPH 2023)

drl_grasping icon drl_grasping

Deep Reinforcement Learning for Robotic Grasping from Octrees

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