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differentiable quantization

9 papers

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Co-occurring keywords · papers mentioning both

model compression (6) mixed precision (4) neural network quantization (4) neural network (2) mixed-precision quantization (2) hardware acceleration (2) memory efficiency (2) neural network optimization (2) model quantization (2) stochastic rounding (1)

Papers

ELMGS: Enhancing Memory and Computation Scalability through Compression for 3D Gaussian Splatting WACV 2025 JPEG Inspired Deep Learning ICLR 2025 MSQ: Memory-Efficient Bit Sparsification Quantization ICCV 2025 Edge Inference With Fully Differentiable Quantized Mixed Precision Neural Networks WACV 2024 SDQ: Stochastic Differentiable Quantization with Mixed Precision ICML 2022 Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution ICML 2021 Mixed Precision DNNs: All you need is a good parametrization ICLR 2020 Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks ICCV 2019 Relaxed Quantization for Discretized Neural Networks ICLR 2019