BK Lee (@ByungKwanLee)
github

ByungKwanLee

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  • Stars
    star
    957
  • Global Rank 31,919 (Top 2 %)
  • Followers 218
  • Following 850
  • Registered over 5 years ago
  • Most used languages
    Python
         83.3 %
    C++
         11.1 %
    C
         5.6 %
  • Location πŸ‡°πŸ‡· South Korea
  • Country Total Rank 874
  • Country Ranking
    Python
         77
    C++
         132
    C
         183

Top repositories

1

MoAI

Official PyTorch implementation code for realizing the technical part of Mixture of All Intelligence (MoAI) to improve performance of numerous zero-shot vision language tasks. (Under Review)
Python
299
star
2

Full-Segment-Anything

This is Pytorch Implementation Code for adding new features in code of Segment-Anything. Here, the features support batch-input on the full-grid prompt (automatic mask generation) with post-processing: removing duplicated or small regions and holes, under flexible input image size
Python
121
star
3

Meteor

Official PyTorch implementation code for realizing the technical part of Mamba-based traversal of rationale (Meteor) to improve performance of numerous vision language performances for diverse capabilities. (Under Review)
Python
93
star
4

CoLLaVO

Official PyTorch Implementation code for realizing the technical part of CoLLaVO: Crayon Large Language and Vision mOdel to significantly improve zero-shot vision language performances (ACL 2024 Findings)
Python
87
star
5

TroL

Official PyTorch implementation code for realizing the technical part of Traversal of Layers (TroL) presenting new propagation operation to get super vision language performances. (Under Review)
Python
79
star
6

Adversarial-Information-Bottleneck

Official PyTorch Implementation for "Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck" in NeurIPS 2021
Python
45
star
7

Causal-Adversarial-Instruments

Official PyTorch Implementation for "Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression" in CVPR 2023
Python
40
star
8

Super-Fast-Adversarial-Training

Official PyTorch Implementation Code for Developing Super Fast Adversarial Training with Distributed Data Parallel, Channel Last Memory Format, Mixed Precision Training + Adversarial Attack, Faster Adversarial Training, and Fast Forward Computer Vision (FFCV).
Python
31
star
9

Masking-Adversarial-Damage

Official PyTorch Implementation for "Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network" in CVPR 2022
Python
30
star
10

Adavanced-ECMS

Advanced Energy Control Management System (Advanced-ECMS) for Electrical Vehicle System using proposed Plus Version of Alternating Direction Method of Multipliers (ADMM+) on Robotics Operating System (ROS)
C++
28
star
11

Double-Debiased-Adversary

Official PyTorch Implementation for "Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning" in ICCV 2023
Python
28
star
12

Robust-TopView

Robustly Converting Camera View from Normal View to Top View for Autonomous Vehicle System on Robotics Operating System (ROS)
C++
23
star
13

Hierarchical-Bayesian-Defense

Official PyTorch Implementation for "Towards Adversarial Robustness of Bayesian Neural Network through Hierarchical Variational Inference" (OpenReview)
Python
22
star
14

YOLO-Dyanmic-ROS

Modification to YOLO for improving Dynamic Real-Time Processing on Robotics Operating Systems for Autonomous Vehicle System
C
20
star
15

Causal-Unsupervised-Segmentation

Official PyTorch Implementation code for realizing the technical part of Causal Unsupervised Semantic sEgmentation (CAUSE) to improve performance of unsupervised semantic segmentation. (Under Review)
Python
4
star
16

AdversarialMemory

Python
3
star
17

Phantom

[Under Review] Official PyTorch implementation code for realizing the technical part of Phantom of Latent representing equipped with enlarged hidden dimension to build super frontier vision language models.
Python
3
star
18

Causal-Unified-Language-Vision

Official PyTorch Implementation code for CuLLaVO: Causally-unified Large-Language-and-Vision-Oracle first addressing unbalanced visual understandings on Large Vision Language Model (Preparation)
Python
3
star
19

ByungKwanLee

1
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