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标签: representation-learning
此标签下有11条笔记。
2026年7月16日
3D-MVP: 3D Multiview Pretraining for Robotic Manipulation
3d-pretraining
masked-autoencoder
multi-view-transformer
rvt
objaverse
representation-learning
rlbench
colosseum
sample-efficiency
2026年7月16日
A-JEPA: Joint-Embedding Predictive Architecture Can Listen
jepa
audio
self-supervised
representation-learning
spectrogram
masking
curriculum-learning
vision-transformer
2026年7月16日
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture (I-JEPA)
jepa
self-supervised
world-model
vision-transformer
latent-prediction
non-generative
masking
representation-learning
2026年7月16日
Learning and Leveraging World Models in Visual Representation Learning
jepa
world-model
self-supervised-learning
vision-transformer
equivariant-representation
predictor-finetuning
latent-prediction
representation-learning
2026年7月16日
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud
jepa
self-supervised
point-cloud
3d-vision
latent-prediction
non-generative
masking
representation-learning
transformer
2026年7月16日
Stem-JEPA: A Joint-Embedding Predictive Architecture for Musical Stem Compatibility Estimation
jepa
world-model
self-supervised
music
audio
representation-learning
stem-separation
non-generative
retrieval
ismir
2026年7月16日
T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data
jepa
self-supervised
tabular-data
latent-prediction
non-contrastive
representation-learning
transformer
masking
regularization-token
2026年7月16日
JEPA as a Neural Tokenizer: Learning Robust Speech Representations with Density Adaptive Attention
jepa
speech-tokenizer
self-supervised-learning
finite-scalar-quantization
density-adaptive-attention
hifi-gan
conformer
neural-audio-codec
representation-learning
2026年7月16日
When Does LeJEPA Learn a World Model?
jepa
lejepa
identifiability
world-model-theory
hermite-polynomials
sigreg
gaussian-regularization
lean4-formal-verification
representation-learning
sturm-liouville
2026年6月25日
Generative Pretraining from Pixels (Image GPT / iGPT)
autoregressive
pixel-transformer
generative-pretraining
representation-learning
gpt
unsupervised
2026年6月25日
Vector-quantized Image Modeling with Improved VQGAN (ViT-VQGAN)
tokenizer
vqgan
vit
vector-quantization
autoregressive
codebook
image-generation
representation-learning