Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)
☆25Aug 13, 2020Updated 5 years ago
Alternatives and similar repositories for kesi
Users that are interested in kesi are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- In search of effective and efficient Pipeline for Distillating Knowledge in Convolutional Neural Networks☆13Apr 12, 2020Updated 6 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 6 years ago
- Network Pruning That Matters: A Case Study on Retraining Variants (ICLR 2021)☆17Sep 19, 2021Updated 4 years ago
- Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"☆20Jan 31, 2021Updated 5 years ago
- This repository provides code source used in the paper: A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off☆13May 30, 2019Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Mathematical consequences of orthogonal weights initialization and regularization in deep learning. Experiments with gain-adjusted orthog…☆17Sep 21, 2019Updated 6 years ago
- ☆24May 19, 2023Updated 3 years ago
- Automatic Mapping of Disfluency Annotations for corrected version of Switchboard☆17Sep 27, 2019Updated 6 years ago
- Simple python code to prune pytorch model☆22Feb 11, 2020Updated 6 years ago
- Tensorflow implementation for paper: Learning to Compare: Relation Network for Few-Shot Learning.☆17Apr 4, 2020Updated 6 years ago
- Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)☆32Oct 25, 2020Updated 5 years ago
- Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).☆41Sep 10, 2022Updated 3 years ago
- Inductive and Transductive Few-Shot Video Classification via Appearance and Temporal Alignments (ECCV 2022)☆26Nov 12, 2024Updated last year
- An implementation of a BinaryConnect network for cifar10☆11Nov 4, 2019Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Lifelong machine learning is a novel machine learning paradigm which continually learns tasks and accumulates knowledge for reusing. The …☆10Sep 15, 2019Updated 6 years ago
- Q. Yao, H. Yang, B. Han, G. Niu, J. Kwok. Searching to Exploit Memorization Effect in Learning from Noisy Labels. ICML 2020☆23Aug 23, 2020Updated 5 years ago
- Proximal Mean-field for Neural Network Quantization☆21Apr 9, 2020Updated 6 years ago
- TISE: Bag of Metrics for Text-to-Image Synthesis Evaluation (ECCV 2022)☆34Nov 12, 2024Updated last year
- ☆68Mar 4, 2020Updated 6 years ago
- ☆32Jul 10, 2023Updated 3 years ago
- Learning in Noisy MDP (which is governed by stochastic, exogenous input processes) with input-dependent baseline☆10Aug 7, 2020Updated 5 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆16Jan 5, 2021Updated 5 years ago
- [ICLR'21] Neural Pruning via Growing Regularization (PyTorch)☆82Jul 15, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Energy-based Dropout and Pruning of Deep Neural Networks☆10Oct 9, 2020Updated 5 years ago
- Deep convolutional tensor network☆11Sep 29, 2020Updated 5 years ago
- (ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv…☆44Sep 18, 2020Updated 5 years ago
- Warmup learning rate wrapper for Pytorch Scheduler☆42Apr 12, 2020Updated 6 years ago
- Incredible acceleration with pruning or the other compression techniques☆13Jul 7, 2021Updated 5 years ago
- Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients☆32Mar 30, 2022Updated 4 years ago
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Jul 22, 2021Updated 5 years ago
- CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution☆17Jun 25, 2023Updated 3 years ago
- Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH☆105Feb 18, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Evolving Normalization-Activation Layers☆19Apr 10, 2020Updated 6 years ago
- The Continual Learning App☆14Nov 3, 2021Updated 4 years ago
- Escoin: Efficient Sparse Convolutional Neural Network Inference on GPUs☆16Feb 28, 2019Updated 7 years ago
- ☆12Jul 7, 2021Updated 5 years ago
- PyTorch implementation for "Gated Transfer Network for Transfer Learning"☆11Jun 3, 2019Updated 7 years ago
- [ICLR 2021 Spotlight] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yinin…☆31Mar 2, 2024Updated 2 years ago
- ☆13Jan 8, 2020Updated 6 years ago