conftrace_

model binarization

19 papers

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Co-occurring keywords

model compression (3302) knowledge distillation (3725) binary neural network (75) weight quantization (137) efficient computing (781) vision transformer (1106) activation quantization (49) neural network binarization (17) edge computing (210) image classification (1944)

Papers

LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation ACL 2026
Binary Event-Driven Spiking Transformer IJCAI 2025
Achieving binary weight and activation for LLMs using Post-Training Quantization ACL 2025
BHViT: Binarized Hybrid Vision Transformer CVPR 2025
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism AAAI 2025
BVT-IMA: Binary Vision Transformer with Information-Modified Attention AAAI 2024
BOLD: Boolean Logic Deep Learning NIPS 2024
Efficient Multitask Dense Predictor via Binarization CVPR 2024
Binarized Low-light Raw Video Enhancement CVPR 2024
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models NIPS 2024
Bi-ViT: Pushing the Limit of Vision Transformer Quantization AAAI 2024
Binarized Diffusion Model for Image Super-Resolution NIPS 2024
BiMatting: Efficient Video Matting via Binarization NIPS 2023
Binarized Spectral Compressive Imaging NIPS 2023
BiT: Robustly Binarized Multi-distilled Transformer NIPS 2022
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons NIPS 2022
Elastic-Link for Binarized Neural Networks AAAI 2022
Partially-Random Initialization: A Smoking Gun for Binarization Hypothesis of BERT EMNLP 2022
Improving Accuracy of Binary Neural Networks Using Unbalanced Activation Distribution CVPR 2021