conftrace_

parameter quantization

20 papers

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Co-occurring keywords

model compression (3302) knowledge distillation (3725) large language model (13587) neural network quantization (122) network quantization (37) inference acceleration (244) low-bit quantization (39) binary neural network (75) speech coding (30) bitwise operation (10)

Papers

TR-DQ: Time-Rotation Diffusion Quantization AAAI 2026
Cloud-Device Collaborative Learning for Multimodal Large Language Models CVPR 2024
DB-LLM: Accurate Dual-Binarization for Efficient LLMs ACL 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model NIPS 2024
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution NIPS 2024
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression NIPS 2024
Cherry on Top: Parameter Heterogeneity and Quantization in Large Language Models NIPS 2024
QuIP: 2-Bit Quantization of Large Language Models With Guarantees NIPS 2023
BiMatting: Efficient Video Matting via Binarization NIPS 2023
CQNV: A Combination of Coarsely Quantized Bitstream and Neural Vocoder for Low Rate Speech Coding INTERSPEECH 2023
Data-Free Network Compression via Parametric Non-Uniform Mixed Precision Quantization CVPR 2022
Compression of Generative Pre-trained Language Models via Quantization ACL 2022
Binary Neural Network for Speaker Verification INTERSPEECH 2021
Bi-GCN: Binary Graph Convolutional Network CVPR 2021
Continual Learning via Bit-Level Information Preserving CVPR 2021
Permute, Quantize, and Fine-Tune: Efficient Compression of Neural Networks CVPR 2021
Composite Binary Decomposition Networks AAAI 2019
Multi-frame Quantization of LSF Parameters Using a Deep Autoencoder and Pyramid Vector Quantizer INTERSPEECH 2018
Statistical Model Compression for Small-Footprint Natural Language Understanding INTERSPEECH 2018
Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural Networks CVPR 2018