oyt9306
I earned both my B.S. and M.S. degrees in mechanical engineering from SNU in 2018 and 2020, respectively. I am currently a second-year Ph.D. student at SNU.
Seoul National University (SNU)
Pinned Repositories
avalanche
Avalanche: a End-to-End Library for Continual Learning.
class-incremental-learning
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020)
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).
ControlDreamer
[BMVC 2024] ControlDreamer enables high-quality 3D generation with creative geometry and styles via multi-view ControlNet.
data_diet
Decorruptor
[ECCV 2024] We propose Decorruptor to enhance the robustness of the diffusion model and accelerate the diffusion-based image-level updates.
FACIL
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
geodesic-CLIP
[IJCV 2024] On mitigating stability-plasticity dilemma in CLIP-guided image morphing via geodesic distillation loss
La-MAML
Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"
MAFS
# The source code for my Master of Science (MS) degree thesis
oyt9306's Repositories
oyt9306/ControlDreamer
[BMVC 2024] ControlDreamer enables high-quality 3D generation with creative geometry and styles via multi-view ControlNet.
oyt9306/Decorruptor
[ECCV 2024] We propose Decorruptor to enhance the robustness of the diffusion model and accelerate the diffusion-based image-level updates.
oyt9306/MAFS
# The source code for my Master of Science (MS) degree thesis
oyt9306/avalanche
Avalanche: a End-to-End Library for Continual Learning.
oyt9306/class-incremental-learning
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020)
oyt9306/continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).
oyt9306/data_diet
oyt9306/FACIL
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
oyt9306/geodesic-CLIP
[IJCV 2024] On mitigating stability-plasticity dilemma in CLIP-guided image morphing via geodesic distillation loss
oyt9306/La-MAML
Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"
oyt9306/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
oyt9306/oyt9306.github.io
Personal webpage
oyt9306/PathPlanning
Common used path planning algorithms with animations.
oyt9306/PyContrast
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
oyt9306/rainbow-memory
Official pytorch implementation of Rainbow Memory (CVPR 2021)
oyt9306/SAGP_reproducing
2020 GNN Lecture (Final project)
oyt9306/Study_summary
# The collection of my personal files
oyt9306/tent
ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization