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Junjie Hu's Projects

completionformer icon completionformer

[CVPR2023] CompletionFormer: Depth Completion with Convolutions and Vision Transformers

continual-learning icon continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

dinov2 icon dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

efficientlps icon efficientlps

PyTorch code for training EfficientLPS for LiDAR panoptic segmentation. https://rl.uni-freiburg.de/research/lidar-panoptic

elastic-weight-consolidation icon elastic-weight-consolidation

This is an implementation of Elastic Weight Consolidation algorithm introduced in Overcoming catastrophic forgetting in neural networks.

extinfomax icon extinfomax

Codes for reproducing results in the paper "Extending information maximization from a rate-distortion perspective"

lifelong-monodepth icon lifelong-monodepth

About official Pytorch implementation of "Lifelong-MonoDepth: Lifelong Learning for Multi-Domain Monocular Metric Depth Estimation

miso_connection icon miso_connection

Algorithms for the connection planning problem of configurations composed of MISO modules, such as IM and TBB used in the article "Auto-Optimizing Connection Planning Method for Chain-Type Modular Self-Reconfiguration Robots"

neuralcomapping icon neuralcomapping

[CVPR 2022] Multi-Robot Active Mapping via Neural Bipartite Graph Matching.

plnet icon plnet

Code for PLNet: Plane and Line Priors for Unsupervised Indoor Depth Estimation

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