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QuantKAN: A Unified Quantization Framework for Kolmogorov Arnold Networks
Arxiv
0+阅读 · 6月15日
ASH: Asymmetric Scalar Hashing With Learned Dimensionality Reduction for High-Fidelity Vector Quantization
Arxiv
0+阅读 · 6月5日
CIAR: Interval-based Collaborative Decoding for Image Generation Acceleration
Arxiv
0+阅读 · 3月26日
AHCQ-SAM: Toward Accurate and Hardware-Compatible Post-Training Segment Anything Model Quantization
Arxiv
0+阅读 · 4月8日
Optimal Scalar Quantization for Matrix Multiplication: Closed-Form Density and Phase Transition
Arxiv
0+阅读 · 3月20日
Vectorization of Verilog Designs and its Effects on Verification and Synthesis
Vectorization of Verilog Designs and its Effects on Verification and Synthesis
Arxiv
0+阅读 · 3月17日
A Framework for Robust Lossy Compression of Heavy-Tailed Sources
Arxiv
0+阅读 · 2月26日
ParaGSE: Parallel Generative Speech Enhancement with Group-Vector-Quantization-based Neural Speech Codec
Arxiv
0+阅读 · 2月2日
StableQAT: Stable Quantization-Aware Training at Ultra-Low Bitwidths
Arxiv
0+阅读 · 1月27日
Linear Complexity Self-Supervised Learning for Music Understanding with Random Quantizer
Arxiv
0+阅读 · 1月14日
Communication-Efficient and Privacy-Adaptable Mechanism -- a Federated Learning Scheme with Convergence Analysis
Arxiv
0+阅读 · 1月15日
Late Breaking Results: Quamba-SE: Soft-edge Quantizer for Activations in State Space Models
Arxiv
0+阅读 · 1月14日
Calibrating Beyond English: Language Diversity for Better Quantized Multilingual LLM
Arxiv
0+阅读 · 1月26日
Learning Grouped Lattice Vector Quantizers for Low-Bit LLM Compression
Arxiv
0+阅读 · 1月26日
Switchcodec: Adaptive residual-expert sparse quantization for high-fidelity neural audio coding
Arxiv
0+阅读 · 1月28日
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