Ascend-Research

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11 repositories

Qua2SeDiMo
Public
Code repo for the paper "Qua2SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models", accepted to AAAI-25.
Python
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MIT License
•0•0•0•0•Updated Feb 14, 2025Feb 14, 2025
AutoBuild
Public
Code repo for the paper "Building Optimal Neural Architectures using Interpretable Knowledge", accepted to CVPR'24.
deep-neural-networks pytorch classification cvpr inpainting neural-architecture-search panoptic-segmentation stable-diffusion cvpr2024 stable-diffusion-v1-4
Python
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MIT License
•0•4•0•0•Updated Feb 14, 2025Feb 14, 2025
CascadedGaze
Public
The official PyTorch implementation for CascadedGaze: Efficiency in Global Context Extraction for Image Restoration, TMLR'24.
efficiency transformer image-restoration deblurring denoising efficient-attention
Python
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MIT License
•3•49•1•0•Updated Feb 13, 2025Feb 13, 2025
Turtle
Public
[ NeurIPS 2024 ] The official PyTorch implementation for Learning Truncated Causal History Model for Video Restoration.
video video-processing super-resolution image-restoration restoration deblurring denoising superresolution video-super-resolution video-enhancement
Python
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MIT License
•7•63•0•0•Updated Jan 14, 2025Jan 14, 2025
AutoGO
Public
Code repo for the paper "AutoGO: Automated Computation Graph Optimization for Neural Network Evolution", accepted to NeurIPS 2023.
deep-neural-networks deep-learning tensorflow tokenizer pytorch classification human-pose-estimation super-resolution semantic-segmentation neural-architecture-search
Python
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MIT License
•2•6•0•0•Updated Jun 7, 2024Jun 7, 2024
GENNAPE
Public
Code repo for the paper "GENNAPE: Towards Generalized Neural Architecture Performance Estimators", accepted to AAAI-23.
deep-learning tensorflow pytorch image-classification aaai neural-architecture-search torch-geometric aaai2023
Python
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MIT License
•1•8•2•0•Updated Jun 7, 2024Jun 7, 2024
BlockProfile
Public
Code repo for the paper "Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search", accepted to CIKM'21 as an Applied Research Paper.
cikm2021 deep-learning pytorch
Python
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MIT License
•0•3•0•0•Updated Jun 7, 2024Jun 7, 2024
AIO-P
Public
Code repo for the paper "AIO-P: Expanding Neural Performance Predictors Beyond Image Classification", accepted to AAAI-23.
deep-learning tensorflow pytorch object-detection human-pose-estimation semantic-segmentation aaai instance-segmentation neural-architecture-search panoptic-segmentation
Python
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MIT License
•1•10•0•0•Updated Jun 7, 2024Jun 7, 2024
Reparameterization
Public
Python
•0•6•0•0•Updated Mar 4, 2023Mar 4, 2023
HeadPoseEstimation-WHENet
Public
Python
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BSD 3-Clause "New" or "Revised" License
•76•477•24•2•Updated Nov 18, 2022Nov 18, 2022
STRA_Net
Public
0•3•1•0•Updated Oct 20, 2021Oct 20, 2021