DUCKQUANT / THE QUANT & AI DIRECTORY
14,444 resources, ranked by in-directory PageRank
Showing 4,501–4,536 of 14,444 resources
Publication: Enhancing Post-training Quantization Calibration through Contrastive Learning. Published 2024.
Publication: Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices. Published 2024.
Publication: Retraining-Free Model Quantization via One-Shot Weight-Coupling Learning. Published 2024.
Publication: OMPQ: Orthogonal Mixed Precision Quantization. Published Jun 26, 2023.
Compression schema for gradients of activations in backward pass
Publication: PTMQ: Post-training Multi-Bit Quantization of Neural Networks. Published Mar 24, 2024.
Publication: Robustness-Guided Image Synthesis for Data-Free Quantization. Published Mar 24, 2024.
Publication: MetaMix: Meta-State Precision Searcher for Mixed-Precision Activation Quantization. Published Mar 24, 2024.
Publication: Make RepVGG Greater Again: A Quantization-Aware Approach. Published Mar 24, 2024.
a list of deep learning model on financial data
Curated list of mathematics, probability, ML, and quantitative trading resources for quants and algorithmic traders.
An awesome list of agents specialized for financial data analysis
Publication: Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. Published Nov 29, 2021.
GACT: Activation Compressed Training for Generic Network ArchitecturesXiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen,&nb...
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural NetworksRunpei Dong, Zhanhong Tan, Mengdi Wu, Linfeng Zhang, Kaisheng Ma...
SDQ: Stochastic Differentiable Quantization with Mixed PrecisionXijie Huang, Zhiqiang Shen, Shichao Li, Zechun Liu, Hu Xianghong, Je...
Publication: Distribution-sensitive Information Retention for Accurate Binary Neural Network. Published Sep 25, 2021.
Publication: Genie: Show Me the Data for Quantization. Published Dec 9, 2022.
Publication: Adaptive Data-Free Quantization. Published Mar 13, 2023.
Publication: Efficient and Robust Quantization-aware Training via Adaptive Coreset Selection. Published Jun 12, 2023.
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.
Public repository by LiuXiaoxuanPKU. Primary language: Python.
[ICML 2022 Spotlight] Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks
Public repository by SamsungLabs. Primary language: Python.
Public repository by bytedance. Primary language: Python.
[CVPR 2022] Learnable Lookup Table for Neural Network Quantization
Public repository by Qualcomm-AI-research. Primary language: Python.
Publication: Fast and Accurate Binary Neural Networks Based on Depth-Width Reshaping. Published Jun 26, 2023.
Publication: Resilient Binary Neural Network. Published Jun 26, 2023.
Publication: Quantized Feature Distillation for Network Quantization. Published Jun 26, 2023.
Publication: Rethinking Data-Free Quantization as a Zero-Sum Game. Published Jun 26, 2023.
HAWQ-V3: Dyadic Neural Network QuantizationZhewei Yao, Zhen Dong, Zhangcheng Zheng, Amir Gholami, Jiali Yu, Eric Tan, Leyuan Wa...
ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed TrainingJianfei Chen, Lianmin Zheng, Zhewei Yao, Dequan Wang, I...
Accurate Post Training Quantization With Small Calibration SetsItay Hubara, Yury Nahshan, Yair Hanani, Ron Banner, Daniel SoudryLately, p...
Electronic proceedings of IJCAI 2022
Electronic proceedings of IJCAI 2022
