YOLO ModelCompression MultidatasetTraining
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Jun 21, 2022 - Python
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modelcompression
Here are 23 public repositories matching this topic...
lightweight pytorch yolo deeplearning object-detection objectdetection modelcompression tensordecomposition
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Jan 31, 2023 - Python
psenet，prune model, text detection
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Jun 24, 2020 - C++
Official code of "Forget the Data and Fine-Tuning! Just Fold the Network to Compress" @ ICLR 2025
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Aug 25, 2025 - Python
[SLT2024] DQ-Whisper: Joint Distillation and Quantization for Efficient Multilingual Speech Recognition
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Feb 8, 2025 - Shell
Weight Sharing Paper list for Deep Neural Network Compression
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Dec 29, 2020
Code for paper: Weight-Inherited Distillation for Task-Agnostic BERT Compression
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Mar 18, 2024 - Python
[EMNLP'25] The official PyTorch implementation for "GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression"
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Sep 29, 2025 - Python
This repository contains detailed notes of all chapters and all three projects completed in Intel-Edge-AI NanoDegree.
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Dec 11, 2022 - Jupyter Notebook
KV cache compression for LLM inference: 37× smaller KV cache at full-cache accuracy. Per-token precision on transform coding, question-time refinement, and attention over the compressed cache. PyTorch + Hugging Face.
deep-learning gpu transformers pca attention llama quantization memory-efficient modelcompression inference-optimization huggingface kv-cache llm long-context llm-inference memory-efficient-compression kv-cache-compression
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Oct 26, 2026 - Python
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Jan 11, 2023 - Python
Knowledge Distillation from an LMS-FIR Filter to its Compressed Representation
encoder knowledge-distillation computational-intelligence modelcompression digitalsignalprocessing-filters
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Nov 29, 2025 - MATLAB
High-performance MNIST Engine built from scratch in NumPy. Features 8-bit quantization (92.5% size reduction) and a real-time Streamlit dashboard.
python machine-learning deep-learning neural-network numpy mnist quantization backpropagation from-scratch l2-regularization modelcompression streamlit apple-silicon int8-quantization
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Mar 7, 2026 - Python
Project for CS301 F22
data-science machine-learning model dataset hyperparameter-optimization semantic-segmentation datapreprocessing modelcompression nni
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Dec 2, 2022 - Jupyter Notebook
Small models you can actually trust on the edge.
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Oct 11, 2026 - Python
How to compress your Keras model x5 smaller with TensorFlow model optimization
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May 19, 2019 - Jupyter Notebook
Predict Price of used cars | regression-problem
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Sep 9, 2022 - Jupyter Notebook
Content-addressable tensor memory for efficient, exact, and fault-tolerant checkpoint storage.
machine-learning compression deep-learning content-addressable-storage modelcompression checkpointing tensor-storage
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Sep 19, 2026 - Python
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