AI & ML interests
Efficient algorithm, system, and hardware for machine learning.
Recent Activity
VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
Efficient Diffusion Models with Deep Compression Autoencoder
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Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
Paper • 2410.10733 • Published • 8 -
mit-han-lab/dc-ae-f32c32-in-1.0-dit-xl-in-512px
1.0B • Updated • 19 • 9 -
mit-han-lab/dc-ae-f32c32-in-1.0-uvit-h-in-512px
0.8B • Updated • 9 • 2 -
mit-han-lab/dc-ae-f32c32-in-1.0-uvit-s-in-512px
0.4B • Updated • 11 • 1
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation
Models and datasets for "SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models"
Deep Compression Autoencoder
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Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
Paper • 2410.10733 • Published • 8 -
mit-han-lab/dc-ae-f32c32-in-1.0
0.3B • Updated • 5.83k • 8 -
mit-han-lab/dc-ae-f64c128-in-1.0
0.7B • Updated • 1.55k • 7 -
mit-han-lab/dc-ae-f128c512-in-1.0
1B • Updated • 79 • 2
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EfficientViT: Lightweight Multi-Scale Attention for On-Device Semantic Segmentation
Paper • 2205.14756 • Published • 1 -
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss
Paper • 2402.05008 • Published • 23 -
mit-han-lab/efficientvit-sam
Mask Generation • Updated • 41
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation
Models and datasets for "SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models"
VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
Deep Compression Autoencoder
-
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
Paper • 2410.10733 • Published • 8 -
mit-han-lab/dc-ae-f32c32-in-1.0
0.3B • Updated • 5.83k • 8 -
mit-han-lab/dc-ae-f64c128-in-1.0
0.7B • Updated • 1.55k • 7 -
mit-han-lab/dc-ae-f128c512-in-1.0
1B • Updated • 79 • 2
Efficient Diffusion Models with Deep Compression Autoencoder
-
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
Paper • 2410.10733 • Published • 8 -
mit-han-lab/dc-ae-f32c32-in-1.0-dit-xl-in-512px
1.0B • Updated • 19 • 9 -
mit-han-lab/dc-ae-f32c32-in-1.0-uvit-h-in-512px
0.8B • Updated • 9 • 2 -
mit-han-lab/dc-ae-f32c32-in-1.0-uvit-s-in-512px
0.4B • Updated • 11 • 1
-
EfficientViT: Lightweight Multi-Scale Attention for On-Device Semantic Segmentation
Paper • 2205.14756 • Published • 1 -
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss
Paper • 2402.05008 • Published • 23 -
mit-han-lab/efficientvit-sam
Mask Generation • Updated • 41