JingyangXiang / SUBPLinks
Pytorch implementation of our paper SUBP: Soft Uniform Block Pruning for 1xN Sparse CNNs Multithreading Acceleration accepted by NeurIPS 2023.
☆22Updated last year
Alternatives and similar repositories for SUBP
Users that are interested in SUBP are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of our paper OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks accepted by ECCV 2024.☆18Updated last year
- [ICLR 2024] Dynamic Neural Response Tuning☆16Updated last month
- [COLM 2025] DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation; 知乎:https://zhuanlan.zhihu.c…☆28Updated 8 months ago
- Pytorch implementation of our paper MaxQ: Multi-Axis Query for N:M Sparsity Network accepted by CVPR 2024.☆37Updated last year
- [VLDB 2024] Source code for FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data☆11Updated 7 months ago
- PyTorch implementation of PTQ4DiT https://arxiv.org/abs/2405.16005☆38Updated last year
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆173Updated last year
- [CVPR'24] Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression☆15Updated last year
- [WWW2024] The official code for paper "Distributionally Robust Graph-based Recommendation System"☆31Updated last year
- Official code implementation for 2025 ICLR accepted paper "Dobi-SVD : Differentiable SVD for LLM Compression and Some New Perspectives"☆47Updated 3 weeks ago
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆45Updated last year
- Lossless Training Speed Up by Unbiased Dynamic Data Pruning☆340Updated last year
- The official PyTorch implementation of CHEX: CHannel EXploration for CNN Model Compression (CVPR 2022). Paper is available at https://ope…☆38Updated 3 years ago
- [AAAI '23] PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor☆31Updated 2 years ago
- [ICLR 2025] Mixture Compressor for Mixture-of-Experts LLMs Gains More☆61Updated 8 months ago
- This project is the official implementation of our accepted IEEE TPAMI paper Diverse Sample Generation: Pushing the Limit of Data-free Qu…☆14Updated 2 years ago
- [ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers☆105Updated 10 months ago
- The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"☆50Updated 10 months ago
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆66Updated 7 months ago
- ☆15Updated 7 months ago
- [AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"☆180Updated 11 months ago
- Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.☆131Updated 3 months ago
- Give us minutes, we give back a faster Mamba. The official implementation of "Faster Vision Mamba is Rebuilt in Minutes via Merged Token …☆40Updated 10 months ago
- Awesome-Low-Rank-Adaptation☆119Updated last year
- [SIGIR2025] The official code for paper "MSL: Not All Tokens Are What You Need for Tuning LLM as a Recommender"☆41Updated 4 months ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆124Updated last month
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆238Updated 2 years ago
- ☆52Updated last year
- [ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"☆64Updated last week
- A library for calculating the FLOPs in the forward() process based on torch.fx☆129Updated 7 months ago