Daniel123's Projects
Avalanche: a End-to-End Library for Continual Learning.
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020)
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).
[BMVC 2024] ControlDreamer enables high-quality 3D generation with creative geometry and styles via multi-view ControlNet.
[ECCV 2024] We propose Decorruptor to enhance the robustness of the diffusion model and accelerate the diffusion-based image-level updates.
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
On mitigating stability-plasticity dilemma in CLIP-guided image morphing via geodesic distillation loss
Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"
# The source code for my Master of Science (MS) degree thesis
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Personal webpage
Common used path planning algorithms with animations.
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
Official pytorch implementation of Rainbow Memory (CVPR 2021)
2020 GNN Lecture (Final project)
# The collection of my personal files
ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization