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XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks

16 March 2016

Papers citing "XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks"

50 / 1,731 papers shown

Title
Fast and Slow Gradient Approximation for Binary Neural Network Optimization Xinquan Chen Junqi Gao Biqing Qi Dong Li Yiang Luo Fangyuan Li Pengfei Li MQ 125 0 0 16 Dec 2024
DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators Taesik Gong F. Kawsar Chulhong Min 121 3 0 09 Dec 2024
Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced Data Xiang Fang Arvind Easwaran B. Genest Ponnuthurai Nagaratnam Suganthan 183 19 0 09 Dec 2024
Efficient Ternary Weight Embedding Model: Bridging Scalability and Performance Jiayi Chen Chen Wu Shanghang Zhang Nan Li Lefei Zhang Qi Zhang 130 0 0 23 Nov 2024
Exploring the Robustness and Transferability of Patch-Based Adversarial Attacks in Quantized Neural Networks Amira Guesmi B. Ouni Mohamed Bennai AAML 165 0 0 22 Nov 2024
Bi-Mamba: Towards Accurate 1-Bit State Space Models Shengkun Tang Liqun Ma Haoyang Li Mingjie Sun Zhiqiang Shen Mamba 131 3 0 18 Nov 2024
Efficient Model Compression for Bayesian Neural Networks Diptarka Saha Zihe Liu Feng Liang BDL 56 0 0 01 Nov 2024
Efficiera Residual Networks: Hardware-Friendly Fully Binary Weight with 2-bit Activation Model Achieves Practical ImageNet Accuracy Shuntaro Takahashi Takuya Wakisaka Hiroyuki Tokunaga MQ 75 0 0 15 Oct 2024
Arrhythmia Classification Using Graph Neural Networks Based on Correlation Matrix Seungwoo Han 76 0 0 14 Oct 2024
Gradient-Free Neural Network Training on the Edge Dotan Di Castro O. Joglekar Shir Kozlovsky Vladimir Tchuiev Michal Moshkovitz MQ 40 0 0 13 Oct 2024
AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments Cheng Fang Sicong Liu Zimu Zhou Bin Guo Jiaqi Tang Ke Ma Zhiwen Yu TTA 75 1 0 10 Oct 2024
Growing Efficient Accurate and Robust Neural Networks on the Edge Vignesh Sundaresha Naresh Shanbhag 81 0 0 10 Oct 2024
Mixture Compressor for Mixture-of-Experts LLMs Gains More Wei Huang Yue Liao Jianhui Liu Ruifei He Haoru Tan Shiming Zhang Hongsheng Li Si Liu Xiaojuan Qi MoE 134 4 0 08 Oct 2024
Hardware-Software Co-optimised Fast and Accurate Deep Reconfigurable Spiking Inference Accelerator Architecture Design Methodology Anagha Nimbekar Prabodh Katti Chen Li Bashir M. Al-Hashimi Amit Acharyya Bipin Rajendran 23 0 0 07 Oct 2024
ARB-LLM: Alternating Refined Binarizations for Large Language Models Zhiteng Li Xinyu Yan Tianao Zhang Haotong Qin Dong Xie Jiang Tian Zhongchao Shi Linghe Kong Yulun Zhang Xiaokang Yang MQ 99 8 0 04 Oct 2024
CycleBNN: Cyclic Precision Training in Binary Neural Networks Federico Fontana Romeo Lanzino Anxhelo Diko G. Foresti Luigi Cinque MQ 110 0 0 28 Sep 2024
Art and Science of Quantizing Large-Scale Models: A Comprehensive Overview Yanshu Wang Tong Yang Xiyan Liang Guoan Wang Hanning Lu Xu Zhe Yaoming Li Li Weitao MQ 109 3 0 18 Sep 2024
Robust Training of Neural Networks at Arbitrary Precision and Sparsity Chengxi Ye Grace Chu Yanfeng Liu Yichi Zhang Lukasz Lew Andrew G. Howard MQ 66 2 0 14 Sep 2024
Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration Pei Wang Xiaotong Luo Yuan Xie Yanyun Qu DiffM 139 1 0 05 Sep 2024
Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment Analysis Xianbing Zhao Zhuang Li Tao Feng Jianfei Cai Buzhou Tang 102 1 0 05 Sep 2024
PSE-Net: Channel Pruning for Convolutional Neural Networks with Parallel-subnets Estimator Shiguang Wang Tao Xie Haijun Liu Xingcheng Zhang Jian Cheng 90 2 0 29 Aug 2024
1-Bit FQT: Pushing the Limit of Fully Quantized Training to 1-bit Chang Gao Jianfei Chen Kang Zhao Jiaqi Wang Liping Jing MQ 86 2 0 26 Aug 2024
Infrared Domain Adaptation with Zero-Shot Quantization Burak Sevsay Erdem Akagündüz VLM MQ 136 1 0 25 Aug 2024
Neural Symbolic Logical Rule Learner for Interpretable Learning Bowen Wei Ziwei Zhu AI4CE 70 0 0 21 Aug 2024
Computer Vision Model Compression Techniques for Embedded Systems: A Survey Alexandre Lopes Fernando Pereira dos Santos D. Oliveira Mauricio Schiezaro Hélio Pedrini 94 11 0 15 Aug 2024
Infra-YOLO: Efficient Neural Network Structure with Model Compression for Real-Time Infrared Small Object Detection Zhonglin Chen Anyu Geng Jianan Jiang Jiwu Lu Di Wu ObjD 51 0 0 14 Aug 2024
FedBAT: Communication-Efficient Federated Learning via Learnable Binarization Shiwei Li Wenchao Xu Haozhao Wang Xing Tang Tianzhe Xiao Shijie Xu Weihong Luo Yuhua Li Xiuqiang He Ruixuan Li FedML 81 4 0 06 Aug 2024
Cascading Refinement Video Denoising with Uncertainty Adaptivity Xinyuan Yu VGen 73 0 0 05 Aug 2024
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs Peijie Dong Lujun Li Dayou Du Yuhan Chen Zhenheng Tang ... Wei Xue Wenhan Luo Qi-fei Liu Yi-Ting Guo Xiaowen Chu MQ 96 10 0 03 Aug 2024
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design Mingshuo Liu Shiyi Luo Kevin Han Magno T. M. Silva R. Demara Ali H. Sayed ObjD 97 0 0 02 Aug 2024
MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity Kanghyun Choi Hyeyoon Lee Dain Kwon Sunjong Park Kyuyeun Kim Noseong Park Jinho Lee Jinho Lee MQ 142 2 0 29 Jul 2024
Temporal Feature Matters: A Framework for Diffusion Model Quantization Yushi Huang Ruihao Gong Xianglong Liu Jing Liu Yuhang Li Jiwen Lu Dacheng Tao MQ DiffM 130 0 0 28 Jul 2024
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers Zhengang Li Alec Lu Yanyue Xie Zhenglun Kong Mengshu Sun ... Zhaoyang Han Caiwen Ding Yanzhi Wang Xue Lin Zhenman Fang 98 5 0 25 Jul 2024
Pixel Embedding: Fully Quantized Convolutional Neural Network with Differentiable Lookup Table Hiroyuki Tokunaga Joel Nicholls Daria Vazhenina Atsunori Kanemura MQ 25 1 0 23 Jul 2024
Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns Christos Kyrkou 77 0 0 20 Jul 2024
MetaAug: Meta-Data Augmentation for Post-Training Quantization Cuong Pham Hoang Anh Dung Cuong C. Nguyen Trung Le Dinh Q. Phung Gustavo Carneiro Thanh-Toan Do MQ 85 0 0 20 Jul 2024
Tiled Bit Networks: Sub-Bit Neural Network Compression Through Reuse of Learnable Binary Vectors Matt Gorbett Hossein Shirazi Indrakshi Ray MQ 114 0 0 16 Jul 2024
NITRO-D: Native Integer-only Training of Deep Convolutional Neural Networks Alberto Pirillo Luca Colombo Manuel Roveri MQ 123 0 0 16 Jul 2024
Co-Designing Binarized Transformer and Hardware Accelerator for Efficient End-to-End Edge Deployment Yuhao Ji Chao Fang Shaobo Ma Haikuo Shao Zhongfeng Wang MQ 98 1 0 16 Jul 2024
Quality Scalable Quantization Methodology for Deep Learning on Edge S. Khaliq Rehan Hafiz MQ 86 1 0 15 Jul 2024
FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation Liqun Ma Mingjie Sun Zhiqiang Shen 92 9 0 09 Jul 2024
OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks Jingyang Xiang Zuohui Chen Siqi Li Qing Wu Yong-Jin Liu 92 1 0 07 Jul 2024
ISQuant: apply squant to the real deployment Dezan Zhao MQ 78 0 0 05 Jul 2024
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Tao Chen Chenhui Wang Zhihao Chen Yiming Lei Hongming Shan MedIm 99 14 0 03 Jul 2024
GPTQT: Quantize Large Language Models Twice to Push the Efficiency Yipin Guo Yilin Lang Qinyuan Ren MQ 49 1 0 03 Jul 2024
ShiftAddAug: Augment Multiplication-Free Tiny Neural Network with Hybrid Computation Yipin Guo Zihao Li Yilin Lang Qinyuan Ren 96 0 0 03 Jul 2024
A Comprehensive Study of Structural Pruning for Vision Models Haoling Li Haoling Li Mengqi Xue Gongfan Fang Sheng Zhou Zunlei Feng Huiqiong Wang Mingli Song Lechao Cheng VLM 86 0 0 18 Jun 2024
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models Dongwon Jo Taesu Kim Yulhwa Kim Jae-Joon Kim 145 5 0 18 Jun 2024
ME-Switch: A Memory-Efficient Expert Switching Framework for Large Language Models Jing Liu Ruihao Gong Mingyang Zhang Yefei He Jianfei Cai Bohan Zhuang MoE 83 0 0 13 Jun 2024
Factor Graph Optimization of Error-Correcting Codes for Belief Propagation Decoding Yoni Choukroun Lior Wolf 80 1 0 09 Jun 2024