diff --git a/src/brevitas_examples/super_resolution/README.md b/src/brevitas_examples/super_resolution/README.md index 5a30efef2..8499f89f4 100644 --- a/src/brevitas_examples/super_resolution/README.md +++ b/src/brevitas_examples/super_resolution/README.md @@ -1,7 +1,7 @@ # Integer-Quantized Super Resolution Experiments with Brevitas This directory contains scripts demonstrating how to train integer-quantized super resolution models using Brevitas. -Code is also provided to demonstrate accumulator-aware quantization (A2Q) as proposed in our ICCV 2023 paper "[A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance](https://arxiv.org/abs/2308.13504)". +Code is also provided to demonstrate accumulator-aware quantization (A2Q) as proposed in our ICCV 2023 paper "[A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance](https://arxiv.org/abs/2308.13504)", as well as A2Q+ as proposed in our paper "[A2Q+: Improving Accumulator-Aware Weight Quantization](https://arxiv.org/abs/2401.10432)", where we introduce and motivate the zero-centered weight quantizer (i.e., `AccumulatorAwareZeroCenterWeightQuant`) ## Experiments