Full Publications 
==========

* [New instructions in the Intel® Xeon® Scalable processors combined with optimized software frameworks enable real-time AI within network workloads](https://builders.intel.com/docs/networkbuilders/ai-technologies-unleash-ai-innovation-in-network-applications-solution-brief-1637303210.pdf) (Feb 2022)
* [Quantizing ONNX Models using Intel® Neural Compressor](https://community.intel.com/t5/Blogs/Tech-Innovation/Artificial-Intelligence-AI/Quantizing-ONNX-Models-using-Intel-Neural-Compressor/post/1355237) (Feb 2022)
* [Quantize AI Model by Intel® oneAPI AI Analytics Toolkit on Alibaba Cloud](https://www.intel.com/content/www/us/en/developer/articles/technical/quantize-ai-by-oneapi-analytics-on-alibaba-cloud.html) (Feb 2022)
* [AI Performance and Productivity with Intel® Neural Compressor](https://twitter.com/IntelAI/status/1469079414562557952) (Jan 2022)
* [Ease-of-use quantization for PyTorch with Intel® Neural Compressor](https://pytorch.org/tutorials/recipes/intel_neural_compressor_for_pytorch.html) (Jan 2022)
* [Intel Neural Compressor Tutorial on BiliBili](https://space.bilibili.com/1840724569?from=search&seid=8673550305007703901&spm_id_from=333.337.0.0) (Dec 2021)
* [Faster AI/ML Results With Intel Neural Compressor](https://gestaltit.com/tech-talks/intel/intel-2021/jpwarren/faster-ai-ml-results-with-intel-neural-compressor) (Dec 2021)
* [Prune Once for All: Sparse Pre-Trained Language Models](https://nips.cc/Conferences/2021/Schedule?showEvent=21839) (Nov 2021)
* [Faster, Easier Optimization with Intel® Neural Compressor](https://www.intel.com/content/www/us/en/artificial-intelligence/posts/optimization-with-intel-neural-compressor.html) (Nov 2021)
* [Intel® Neural Compressor: A Scalable Quantization Tool for ONNX Models](https://events.linuxfoundation.org/lf-ai-data-day-onnx-community-virtual-meetup-fall/program/schedule) (Oct 2021)
* [A "Double Play" for MLPerf™ Inference Performance Gains with 3rd Generation Intel® Xeon® Scalable Processors](https://www.intel.com/content/www/us/en/artificial-intelligence/posts/intel-mlperf-inference-performance.html) (Sep 2021)
* [Optimize TensorFlow Pre-trained Model for Inference](https://software.intel.com/content/www/us/en/develop/articles/optimize-tensorflow-pre-trained-model-inference.html) (Jun 2021)
* [3D Digital Face Reconstruction Solution enabled by 3rd Gen Intel® Xeon® Scalable Processors](https://www.intel.com/content/www/us/en/artificial-intelligence/posts/tencent-3d-digital-face-reconstruction.html) (Apr 2021)
* [Accelerating Alibaba Transformer model performance with 3rd Gen Intel® Xeon® Scalable Processors (Ice Lake) and Intel® Deep Learning Boost](https://www.intel.com/content/www/us/en/artificial-intelligence/posts/alibaba-lpot.html) (Apr 2021)
* [MLPerf™ Performance Gains Abound with latest 3rd Generation Intel® Xeon® Scalable Processors](https://www.intel.com/content/www/us/en/artificial-intelligence/posts/3rd-gen-xeon-mlperf-performance-gains.html) (Apr 2021)
* [Using Low-Precision Optimizations for High-Performance DL Inference Applications](https://techdecoded.intel.io/essentials/using-low-precision-optimizations-for-high-performance-dl-inference-applications/#gs.z20k91) (Apr 2021)
* [Quantization support for ONNX using LPOT (Low precision optimization tool)](https://wiki.lfaidata.foundation/pages/viewpage.action?pageId=35160391) (Mar 2021)
* [DL Boost Quantization with CERN's 3D-GANs model](https://www.nextplatform.com/2021/02/01/cern-uses-dlboost-oneapi-to-juice-inference-without-accuracy-loss/) (Feb 2021)
* [Reduced Precision Strategies for Deep Learning: 3DGAN Use Case](https://indico.cern.ch/event/852553/contributions/4059283/attachments/2126838/3581708/Rehm_Florian-IML-Reduced_Precision.pdf) - [presentation](https://indico.cern.ch/event/852553/contributions/4059283/attachments/2126838/3588271/IML2020_wedam_rehm.mp4) on [4th IML Machine Learning Workshop](https://indico.cern.ch/event/852553/contributions/4059283/) (Oct 2020)
* [Intel Neural Compressor](https://www.intel.com/content/www/us/en/artificial-intelligence/posts/intel-low-precision-optimization-tool.html) (Sep 2020)
