☆49Sep 24, 2022Updated 3 years ago
Alternatives and similar repositories for prune-then-distill
Users that are interested in prune-then-distill are comparing it to the libraries listed below
Sorting:
- Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning☆19Sep 20, 2022Updated 3 years ago
- [ICLR 2022] "Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, and No Retraining" by Lu Miao*, Xiaolong Luo*, T…☆33Jan 20, 2022Updated 4 years ago
- Advancing Medical Image Segmentation Through Multi-Task and Multi-Scale Contrastive Knowledge Distillation☆20Jun 13, 2024Updated last year
- [AIR-DISCOVER Summer Research] Multi-class Anomaly Detection Transformer with Heterogenous Knowledge Distillation☆14Nov 11, 2024Updated last year
- Real-world video deblurring by synthesizing realistic blurs in RAW space☆11Jun 21, 2023Updated 2 years ago
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆892Nov 5, 2023Updated 2 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 5 years ago
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Jul 11, 2024Updated last year
- MMdet2-based reposity about lightweight detection model: Nanodet, PicoDet. Also including detection knowledge distillation method☆14Dec 27, 2021Updated 4 years ago
- Source code for the BMVC-2021 paper "SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation".☆16Jan 20, 2022Updated 4 years ago
- [AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"☆181Dec 3, 2024Updated last year
- ☆20Oct 6, 2023Updated 2 years ago
- Code for ICML 2022 paper "SPDY: Accurate Pruning with Speedup Guarantees"☆20May 3, 2023Updated 2 years ago
- spatio-temporal tasks☆16Jul 15, 2024Updated last year
- Implementation of YOLO and IOU tracker in C++☆18Dec 20, 2021Updated 4 years ago
- Official implementation of the "PixOOD: Pixel-Level Out-of-Distribution Detection"☆21Oct 24, 2024Updated last year
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022☆155Dec 28, 2022Updated 3 years ago
- This repo holds the competitions (information, solutions, summaries, memories) that our team has participated in☆25Feb 4, 2024Updated 2 years ago
- ☆56Feb 13, 2022Updated 4 years ago
- Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers, Paper accepted at eXCV workshop of ECCV 2…☆30Jan 6, 2025Updated last year
- [AAAI2025] Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration☆33Feb 11, 2025Updated last year
- PyTorch implementation for Channel Distillation☆103Jun 9, 2020Updated 5 years ago
- [ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"☆29Feb 18, 2023Updated 3 years ago
- A generic code base for neural network pruning, especially for pruning at initialization.☆31Sep 3, 2022Updated 3 years ago
- Official PyTorch implementation for Frequency Domain-based Dataset Distillation [NeurIPS 2023]☆30May 7, 2024Updated last year
- EQ-Net [ICCV 2023]☆30Aug 15, 2023Updated 2 years ago
- Official implementation of the paper ``W2N: Switching From Weak Supervision to Noisy Supervision for Object Detection"☆29Jul 26, 2022Updated 3 years ago
- Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients☆32Mar 30, 2022Updated 3 years ago
- [ICML 25] "Preference Optimization for Combinatorial Optimization Problems"☆24Jun 6, 2025Updated 9 months ago
- Reproducing RigL (ICML 2020) as a part of ML Reproducibility Challenge 2020☆29Jan 6, 2022Updated 4 years ago
- [ICCV-2023] EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization☆28Dec 6, 2023Updated 2 years ago
- ☆15Nov 19, 2025Updated 3 months ago
- [T-PAMI'23] PAGCP for the compression of YOLOv5☆121Apr 13, 2023Updated 2 years ago
- PyTorch Lightning implementation of the paper Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and H…☆35Dec 17, 2024Updated last year
- ☆32Mar 9, 2022Updated 4 years ago
- PyTorch code and checkpoints release for VanillaKD: https://arxiv.org/abs/2305.15781☆76Nov 21, 2023Updated 2 years ago
- [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.☆40Jul 11, 2023Updated 2 years ago
- Distilling Knowledge via Knowledge Review, CVPR 2021☆279Dec 16, 2022Updated 3 years ago
- ☆34Mar 24, 2023Updated 2 years ago