[Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning
☆41Sep 9, 2025Updated last year
Alternatives and similar repositories for Why-the-State-of-Pruning-so-Confusing
Users that are interested in Why-the-State-of-Pruning-so-Confusing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆20Nov 27, 2022Updated 3 years ago
- A generic code base for neural network pruning, especially for pruning at initialization.☆32Sep 3, 2022Updated 4 years ago
- [NeurIPS'21 Spotlight] Aligned Structured Sparsity Learning for Efficient Image Super-Resolution (PyTorch)☆61Apr 5, 2022Updated 4 years ago
- [IJCAI'22 Survey] Recent Advances on Neural Network Pruning at Initialization.☆59Oct 10, 2023Updated 3 years ago
- [ACL 2025] Cautious Next Token Prediction☆16Jul 24, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"☆29Feb 18, 2023Updated 3 years ago
- [ICLR'21] Neural Pruning via Growing Regularization (PyTorch)☆82Jul 15, 2021Updated 5 years ago
- [TKDE 2024, CIKM 2022] SLA²P: Self-supervised Anomaly Detection with Adversarial Perturbation.☆39Dec 26, 2024Updated last year
- AFNet(NeurIPS 2022)☆20Nov 24, 2022Updated 3 years ago
- ☆33Mar 9, 2022Updated 4 years ago
- [NeurIPS 2024] Search for Efficient LLMs☆16Jan 16, 2025Updated last year
- [NeurIPS 2023] Latent Graph Inference with Limited Supervision☆33Feb 1, 2024Updated 2 years ago
- Code for "ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models" (ICLR 2024)☆21Feb 16, 2024Updated 2 years ago
- [TMLR 2026] Is Oracle Pruning the True Oracle?☆35Jul 1, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A Close Look at Spatial Modeling: From Attention to Convolution☆92Dec 27, 2022Updated 3 years ago
- [CVPR-2023] Towards Any Structural Pruning☆18Apr 27, 2023Updated 3 years ago
- [ICDM 2022] Making Reconstruction-based Method Great Again for Video Anomaly Detection (PyTorch)☆40Mar 25, 2024Updated 2 years ago
- This repository contains the pytorch attempts to replicate the results from the recent DeepMind Paper, "On the Effectiveness of Interval …☆10May 27, 2019Updated 7 years ago
- ☆65Jun 16, 2025Updated last year
- [ICDM 2023] Momentum is All You Need for Data-Driven Adaptive Optimization☆26Mar 30, 2024Updated 2 years ago
- Awesome papers on 3D anomaly detection and localization☆62Dec 7, 2024Updated last year
- [ICLR 23] Contrastive Aligned of Vision to Language Through Parameter-Efficient Transfer Learning☆40Jul 29, 2023Updated 3 years ago
- (ECCV2022) EAGAN: EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs☆12Sep 15, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [CPAL 2026 oral] Offical implementation of "ROSE: Reordered SparseGPT for More Accurate One-Shot Large Language Models Pruning”☆17Jul 31, 2026Updated 2 months ago
- Recent Advances on Efficient Vision Transformers☆55Jan 11, 2023Updated 3 years ago
- "Good scientific writing is not a matter of life and death; it is much more serious than that."☆15Apr 29, 2025Updated last year
- Training Quantized Neural Networks with a Full-precision Auxiliary Module☆13Jun 19, 2020Updated 6 years ago
- Code accompanying our paper "Finding trainable sparse networks through Neural Tangent Transfer" to be published at ICML-2020.☆13Jun 14, 2020Updated 6 years ago
- We propose a lossless compression algorithm based on the NTK matrix for DNN. The compressed network yields asymptotically the same NTK a…☆26Nov 23, 2023Updated 2 years ago
- [NeurIPS-2021] Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation☆43Mar 24, 2023Updated 3 years ago
- [NeurIPS 2021] “Stronger NAS with Weaker Predictors“, Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang W…☆27Sep 23, 2022Updated 4 years ago
- KDSS is the framework for knowledge distillation from LLMs☆12Nov 5, 2025Updated 11 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [NeurIPS 2023] Structural Pruning for Diffusion Models☆225Jul 8, 2024Updated 2 years ago
- Implementation of RankE: End-to-End Discrete Text-to-Image Post-Training via Rank-Consistent Alignment☆21May 27, 2026Updated 4 months ago
- Benchmarks for Macro Neural Architecture Search; used and described in the paper "Local Search is a Remarkably Strong Baseline for Neural…☆13Jul 25, 2024Updated 2 years ago
- Neural Network Quantization With Fractional Bit-widths☆11Feb 19, 2021Updated 5 years ago
- Implementation of ICLR 2018 paper "Loss-aware Weight Quantization of Deep Networks"☆27Oct 24, 2019Updated 6 years ago
- Research in compressing convolutional layers of CNN using low-rank Tucker tensor decomposition☆12Nov 1, 2023Updated 2 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆959Apr 4, 2025Updated last year