TRI-ML/stochastic_verification TRI-ML/stochastic_verification

  • Stars
    star
    3
  • Rank 3,945,799 (Top 79 %)
  • Language
    Python
  • License
    MIT License
  • Created 5 months ago
  • Updated 2 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
TRI-ML/stochastic_verification
github

TRI-ML

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Official repository for the paper "How Generalizable Is My Behavior Cloning Policy? A Statistical Approach to Trustworthy Performance Evaluation"

More Repositories

1

packnet-sfm

TRI-ML Monocular Depth Estimation Repository
Python
1,207
star
2

vidar

Python
549
star
3

DDAD

Dense Depth for Autonomous Driving (DDAD) dataset.
Python
490
star
4

dd3d

Official PyTorch implementation of DD3D: Is Pseudo-Lidar needed for Monocular 3D Object detection? (ICCV 2021), Dennis Park*, Rares Ambrus*, Vitor Guizilini, Jie Li, and Adrien Gaidon.
Python
460
star
5

prismatic-vlms

A flexible and efficient codebase for training visually-conditioned language models (VLMs)
Python
351
star
6

KP3D

Code for "Self-Supervised 3D Keypoint Learning for Ego-motion Estimation"
Python
239
star
7

PF-Track

Implementation of PF-Track
Python
189
star
8

KP2D

Python
176
star
9

sdflabel

Official PyTorch implementation of CVPR 2020 oral "Autolabeling 3D Objects With Differentiable Rendering of SDF Shape Priors"
Python
159
star
10

realtime_panoptic

Official PyTorch implementation of CVPR 2020 Oral: Real-Time Panoptic Segmentation from Dense Detections
Python
112
star
11

permatrack

Implementation for Learning to Track with Object Permanence
Python
111
star
12

camviz

Visualization Library
Python
99
star
13

dgp

ML Dataset Governance Policy for Autonomous Vehicle Datasets
Python
93
star
14

VEDet

Python
37
star
15

RAP

This is the official code for the paper RAP: Risk-Aware Prediction for Robust Planning: https://arxiv.org/abs/2210.01368
Python
31
star
16

VOST

Code for the VOST dataset
Python
20
star
17

RAM

Implementation for Object Permanence Emerges in a Random Walk along Memory
Python
18
star
18

road

ROAD: Learning an Implicit Recursive Octree Auto-Decoder to Efficiently Encode 3D Shapes (CoRL 2022)
Python
11
star
19

efm_datasets

TRI-ML Embodied Foundation Datasets
Python
7
star
20

refine

Official PyTorch implementation of the SIGGRAPH 2024 paper "ReFiNe: Recursive Field Networks for Cross-Modal Multi-Scene Representation"
Python
5
star
21

HAICU

4
star
22

binomial_cis

Computation of binomial confidence intervals that achieve exact coverage.
Jupyter Notebook
3
star
23

vlm-evaluation

VLM Evaluation: Benchmark for VLMs, spanning text generation tasks from VQA to Captioning
Python
1
star