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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
EAGLES: Efficient Accelerated 3D Gaussians with Lightweight EncodingS Sharath Girish Kamal Gupta Abhinav Shrivastava 3DGS 97 93 0 07 Dec 2023
PLUM: Improving Inference Efficiency By Leveraging Repetition-Sparsity Trade-Off Sachit Kuhar Yash Jain Alexey Tumanov MQ 112 0 0 04 Dec 2023
Low-Precision Mixed-Computation Models for Inference on Edge Seyedarmin Azizi M. Nazemi M. Kamal Massoud Pedram MQ 88 3 0 03 Dec 2023
Scale-Dropout: Estimating Uncertainty in Deep Neural Networks Using Stochastic Scale Soyed Tuhin Ahmed K. Danouchi Michael Hefenbrock G. Prenat L. Anghel M. Tahoori UQCV BDL 80 7 0 27 Nov 2023
TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models Yushi Huang Ruihao Gong Jing Liu Tianlong Chen Xianglong Liu DiffM MQ 116 41 0 27 Nov 2023
BinaryHPE: 3D Human Pose and Shape Estimation via Binarization Zhiteng Li Yulun Zhang Jing Lin Haotong Qin Jinjin Gu Xin Yuan Linghe Kong Xiaokang Yang 3DH 144 1 0 24 Nov 2023
Synaptic Sampling of Neural Networks J. Aimone William M. Severa J. D. Smith BDL 53 1 0 21 Nov 2023
Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review M. Lê Pierre Wolinski Julyan Arbel 99 10 0 20 Nov 2023
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms Young D. Kwon Jagmohan Chauhan Hong Jia Stylianos I. Venieris Cecilia Mascolo 89 13 0 19 Nov 2023
LightBTSeg: A lightweight breast tumor segmentation model using ultrasound images via dual-path joint knowledge distillation Hongjiang Guo Shengwen Wang Hao Dang Kangle Xiao Yaru Yang Wenpei Liu Tongtong Liu Yiying Wan 79 2 0 18 Nov 2023
Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs James Hazelden Yuhan Helena Liu Eli Shlizerman E. Shea-Brown 103 2 0 17 Nov 2023
Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis Simon Niedermayr Josef Stumpfegger Rüdiger Westermann 3DGS 121 122 0 17 Nov 2023
Boolean Variation and Boolean Logic BackPropagation Van Minh Nguyen 101 2 0 13 Nov 2023
Quantized Distillation: Optimizing Driver Activity Recognition Models for Resource-Constrained Environments Calvin Tanama Kunyu Peng Zdravko Marinov Rainer Stiefelhagen Alina Roitberg 75 1 0 10 Nov 2023
Automated Heterogeneous Low-Bit Quantization of Multi-Model Deep Learning Inference Pipeline Jayeeta Mondal Swarnava Dey Arijit Mukherjee MQ 69 1 0 10 Nov 2023
Adaptive Compression-Aware Split Learning and Inference for Enhanced Network Efficiency Akrit Mudvari Antero Vainio Iason Ofeidis Sasu Tarkoma Leandros Tassiulas 85 3 0 09 Nov 2023
Compression with Exact Error Distribution for Federated Learning Mahmoud Hegazy Rémi Leluc Cheuk Ting Li Hadrien Hendrikx FedML 68 11 0 31 Oct 2023
Stochastic Configuration Machines: FPGA Implementation Matthew J. Felicetti Dianhui Wang 60 3 0 30 Oct 2023
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation Haoran Shen Yifu Zhang Wenxuan Wang Chen Chen Jing Liu Shanshan Song Jiangyun Li MedIm 72 0 0 28 Oct 2023
FP8-LM: Training FP8 Large Language Models Houwen Peng Kan Wu Yixuan Wei Guoshuai Zhao Yuxiang Yang ... Zheng Zhang Shuguang Liu Joe Chau Han Hu Peng Cheng MQ 113 45 0 27 Oct 2023
CMOS-based Single-Cycle In-Memory XOR/XNOR Shamiul Alam Jack Hutchins Nikhil Shukla Kazi Asifuzzaman A. Aziz 16 3 0 26 Oct 2023
Projected Stochastic Gradient Descent with Quantum Annealed Binary Gradients Maximilian Krahn Michele Sasdelli Fengyi Yang Vladislav Golyanik Arno Solin Tat-Jun Chin Tolga Birdal MQ 179 2 0 23 Oct 2023
BitNet: Scaling 1-bit Transformers for Large Language Models Hongyu Wang Shuming Ma Li Dong Shaohan Huang Huaijie Wang Lingxiao Ma Fan Yang Ruiping Wang Yi Wu Furu Wei MQ 100 119 0 17 Oct 2023
Hamming Encoder: Mining Discriminative k-mers for Discrete Sequence Classification Junjie Dong Mudi Jiang Lianyu Hu Zengyou He 72 0 0 16 Oct 2023
LEMON: Lossless model expansion Yite Wang Jiahao Su Hanlin Lu Cong Xie Tianyi Liu Jianbo Yuan Yanghua Peng Ruoyu Sun Hongxia Yang 77 14 0 12 Oct 2023
Cost-Driven Hardware-Software Co-Optimization of Machine Learning Pipelines Ravit Sharma W. Romaszkan Feiqian Zhu Puneet Gupta Ankur Mehta 83 0 0 11 Oct 2023
Taming Binarized Neural Networks and Mixed-Integer Programs Johannes Aspman Georgios Korpas Georgios Korpas AI4CE 95 7 0 05 Oct 2023
NOLA: Compressing LoRA using Linear Combination of Random Basis Soroush Abbasi Koohpayegani K. Navaneet Parsa Nooralinejad Soheil Kolouri Hamed Pirsiavash 156 16 0 04 Oct 2023
SlowFormer: Universal Adversarial Patch for Attack on Compute and Energy Efficiency of Inference Efficient Vision Transformers K. Navaneet Soroush Abbasi Koohpayegani Essam Sleiman Hamed Pirsiavash AAML ViT 78 3 0 04 Oct 2023
PB-LLM: Partially Binarized Large Language Models Yuzhang Shang Zhihang Yuan Qiang Wu Zhen Dong MQ 104 49 0 29 Sep 2023
SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices Hao Sun Geng Yuan Tomoharu Yamauchi Zabihi Masoud Yanyue Xie ... Xulong Tang Nobuyuki Yoshikawa Devesh Tiwari Yanzhi Wang O. Chen MQ 83 4 0 21 Sep 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges Fei Dou Jin Ye Geng Yuan Qin Lu Wei Niu ... Hongyue Sun Yunli Shao Changying Li Tianming Liu Wenzhan Song AI4CE 91 29 0 14 Sep 2023
QuantEase: Optimization-based Quantization for Language Models Kayhan Behdin Ayan Acharya Aman Gupta Qingquan Song Siyu Zhu S. Keerthi Rahul Mazumder MQ 107 21 0 05 Sep 2023
eDKM: An Efficient and Accurate Train-time Weight Clustering for Large Language Models Minsik Cho Keivan Alizadeh Vahid Qichen Fu Saurabh N. Adya C. C. D. Mundo Mohammad Rastegari Devang Naik Peter Zatloukal MQ 97 7 0 02 Sep 2023
Maestro: Uncovering Low-Rank Structures via Trainable Decomposition Samuel Horváth Stefanos Laskaridis Shashank Rajput Hongyi Wang BDL 93 4 0 28 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 144 21 0 27 Aug 2023
MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree Quang Hieu Vo Linh-Tam Tran Sung-Ho Bae Lokwon Kim Choong Seon Hong MQ 94 1 0 26 Aug 2023
Eventful Transformers: Leveraging Temporal Redundancy in Vision Transformers Matthew Dutson Yin Li M. Gupta ViT 89 10 0 25 Aug 2023
Stochastic Configuration Machines for Industrial Artificial Intelligence Dianhui Wang Matthew J. Felicetti AI4CE 94 9 0 25 Aug 2023
Vision Transformer Pruning Via Matrix Decomposition Tianyi Sun 56 0 0 21 Aug 2023
A Survey on Model Compression for Large Language Models Xunyu Zhu Jian Li Yong Liu Can Ma Weiping Wang 143 233 0 15 Aug 2023
Unified Data-Free Compression: Pruning and Quantization without Fine-Tuning Shipeng Bai Jun Chen Xintian Shen Yixuan Qian Yong Liu MQ 104 15 0 14 Aug 2023
Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training Xiao-Ming Wu Dian Zheng Zuhao Liu Weishi Zheng MQ 120 18 0 13 Aug 2023
Sparse Binary Transformers for Multivariate Time Series Modeling Matt Gorbett Hossein Shirazi I. Ray AI4TS 88 15 0 09 Aug 2023
Survey on Computer Vision Techniques for Internet-of-Things Devices Ishmeet Kaur Adwaita Janardhan Jadhav AI4CE 65 1 0 02 Aug 2023
Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy Shibo Jie Haoqing Wang Zhiwei Deng 76 34 0 31 Jul 2023
Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-trained Vision-Language Models Kecheng Zheng Wei Wu Ruili Feng Kai Zhu Jiawei Liu Deli Zhao Zhengjun Zha Wei Chen Yujun Shen VLM 75 9 0 27 Jul 2023
An Estimator for the Sensitivity to Perturbations of Deep Neural Networks Naman Maheshwari Nicholas Malaya Scott A. Moe J. Kulkarni S. Gurumurthi AAML 44 0 0 24 Jul 2023
Distribution Shift Matters for Knowledge Distillation with Webly Collected Images Jialiang Tang Shuo Chen Gang Niu Masashi Sugiyama Chenggui Gong 76 14 0 21 Jul 2023
Quantized Feature Distillation for Network Quantization Kevin Zhu Yin He Jianxin Wu MQ 73 11 0 20 Jul 2023