Jaemin's Research Notes
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Contents
representation-learning
26 items with this tag.
Jul 31, 2026
Siamese Neural Networks for One-shot Image Recognition
papers
architectures
representation-learning
metric-learning
shared-weights
few-shot-learning
Jul 31, 2026
FaceNet
papers
architectures
representation-learning
metric-learning
shared-weights
Jun 30, 2026
Multimodal Learning
modalities
multimodal
representation-learning
Jun 30, 2026
Self-Supervised Learning
self-supervised-learning
representation-learning
machine-learning
Jun 30, 2026
Autoencoder
architectures
representation-learning
Jun 30, 2026
Encoder-Only Transformer
architectures
transformer
representation-learning
Jun 30, 2026
Vector Norm and Similarity
math
linear-algebra
representation-learning
Jun 30, 2026
Embedding Retrieval
llm
retrieval
representation-learning
Jun 30, 2026
Masked Modeling
masked-modeling
self-supervised-learning
representation-learning
Jun 30, 2026
Pretraining
pretraining
representation-learning
machine-learning
Jun 29, 2026
Pocket Representation
protein-modeling
sbdd
representation-learning
Jun 29, 2026
Representation Collapse
learning
self-supervised-learning
representation-learning
Jun 29, 2026
Pocket-ligand Representation Alignment
research
computational-biology
representation-learning
structure-based-modeling
Jun 26, 2026
Tokenization
architectures
representation-learning
Jun 26, 2026
Variational Autoencoder
vae
generative-model
representation-learning
Jun 26, 2026
Pooling and Readout
architectures
readout
representation-learning
Jun 26, 2026
Feature Engineering
machine-learning
representation-learning
Jun 26, 2026
Representation Learning
machine-learning
representation-learning
Jun 26, 2026
Representation Evaluation
representation-learning
evaluation
self-supervised-learning
Jun 26, 2026
Protein Representation
protein-modeling
representation-learning
Jun 26, 2026
Embedding
architectures
representation-learning
Jun 26, 2026
Transfer Learning
transfer-learning
representation-learning
machine-learning
Jun 25, 2026
Linear Probing
representation-learning
evaluation
transfer-learning
Jun 25, 2026
Retrieval
tasks
retrieval
representation-learning
Jun 25, 2026
Similarity Search
tasks
retrieval
representation-learning
Jun 25, 2026
Modality Representation
modalities
preprocessing
representation-learning