Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)
☆13Apr 13, 2026Updated last month
Alternatives and similar repositories for Efficient-CNN-Depth-Compression
Users that are interested in Efficient-CNN-Depth-Compression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch implementation of "Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data" (NeurIPS'23)☆15Dec 4, 2023Updated 2 years ago
- Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.☆20Mar 15, 2025Updated last year
- Official PyTorch implementation of the paper entitled 'Self Attentive Pooling for Efficient Deep Learning'.☆13May 3, 2024Updated 2 years ago
- This is the open-source version of TinyTS. The code is dirty so far. We may clean the code in the future.☆21Aug 11, 2025Updated 9 months ago
- PyTorch code and checkpoints release for VanillaKD: https://arxiv.org/abs/2305.15781☆77Nov 21, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- [ICCV-2023] EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization☆29Dec 6, 2023Updated 2 years ago
- Code for our WACV 2021 paper "Exploiting the Redundancy in Convolutional Filters for Parameter Reduction"☆11Jan 6, 2021Updated 5 years ago
- Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.☆11Oct 20, 2020Updated 5 years ago
- EQ-Net [ICCV 2023]☆32Aug 15, 2023Updated 2 years ago
- [ICLR'23] Trainability Preserving Neural Pruning (PyTorch)☆34May 21, 2023Updated 3 years ago
- Code for our ICLR'2022 paper "Generalizing Few-Shot NAS with Gradient Matching"☆22Oct 30, 2022Updated 3 years ago
- Official code repository for the paper "Rethinking Model Prototyping through the MedMNIST+ Dataset Collection" @ Scientific Reports☆13Mar 5, 2025Updated last year
- Autocomp: Optimize any AI kernel, anywhere.☆129May 6, 2026Updated 2 weeks ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Dockerized cross-compilation for the Bela platform☆14May 24, 2020Updated 5 years ago
- Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]☆90Sep 13, 2024Updated last year
- [ICML 2024] Sparse Model Inversion: Efficient Inversion of Vision Transformers with Less Hallucination☆14Apr 29, 2025Updated last year
- ☆14May 9, 2024Updated 2 years ago
- ☆52Nov 5, 2024Updated last year
- A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation☆68Apr 1, 2025Updated last year
- DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression☆11Oct 7, 2020Updated 5 years ago
- The first large scale formally verified reasoning dataset for Verilog☆21May 16, 2025Updated last year
- Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge☆10Mar 6, 2023Updated 3 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.
- Point2color: 3D Point Cloud Colorization Using a Conditional Generative Network and Differentiable Rendering for Airborne LiDAR[Earth Vis…☆11Oct 31, 2021Updated 4 years ago
- ☆11Apr 5, 2023Updated 3 years ago
- ☆29Nov 29, 2023Updated 2 years ago
- ☆12Nov 12, 2023Updated 2 years ago
- Official implementation for "Knowledge Distillation with Refined Logits".☆23Aug 26, 2024Updated last year
- model compression and optimization for deployment for Pytorch, including knowledge distillation, quantization and pruning.(知识蒸馏,量化,剪枝)☆21Sep 10, 2024Updated last year
- Official PyTorch implementation of "Evolving Search Space for Neural Architecture Search"☆12Aug 18, 2021Updated 4 years ago
- Official code for the CVPR 2024 Paper "Can Biases in ImageNet Models Explain Generalization?".☆13Jun 24, 2024Updated last year
- A research project exploring fine-tuning BERT-style models for text generation☆40Nov 30, 2025Updated 5 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection☆13Jan 6, 2025Updated last year
- You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms☆12Apr 17, 2023Updated 3 years ago
- [CVPR 2025] QuartDepth☆17Mar 24, 2025Updated last year
- ☆15Apr 6, 2026Updated last month
- ☆15Mar 26, 2025Updated last year
- Code for RepNAS☆14Dec 21, 2021Updated 4 years ago
- Official PyTorch implementation of QwT—“Quantization without Tears” (CVPR 2025): fast, accurate, and hassle-free post-training network qu…☆32Sep 30, 2025Updated 7 months ago