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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 / 1,765 papers shown

Title
Stochastic Configuration Machines: FPGA Implementation Matthew J. Felicetti Dianhui Wang 92 5 0 30 Oct 2023
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Haoran Shen Yifu Zhang Wenxuan Wang Chen Chen Jing Liu Shanshan Song Jiangyun Li MedIm 89 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 Jun Zhou MQ 212 61 0 27 Oct 2023
CMOS-based Single-Cycle In-Memory XOR/XNORIEEE Access (IEEE Access), 2023 Shamiul Alam Jack Hutchins Nikhil Shukla Kazi Asifuzzaman A. Aziz 25 4 0 26 Oct 2023
Projected Stochastic Gradient Descent with Quantum Annealed Binary GradientsBritish Machine Vision Conference (BMVC), 2023 Maximilian Krahn Michele Sasdelli Fengyi Yang Vladislav Golyanik Arno Solin Tat-Jun Chin Tolga Birdal MQ 265 3 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 150 158 0 17 Oct 2023
Hamming Encoder: Mining Discriminative k-mers for Discrete Sequence ClassificationData mining and knowledge discovery (DMKD), 2023 Junjie Dong Mudi Jiang Lianyu Hu Zengyou He 122 0 0 16 Oct 2023
LEMON: Lossless model expansionInternational Conference on Learning Representations (ICLR), 2023 Yite Wang Jiahao Su Hanlin Lu Cong Xie Tianyi Liu Jianbo Yuan Yanghua Peng Tian Ding Hongxia Yang 130 20 0 12 Oct 2023
Cost-Driven Hardware-Software Co-Optimization of Machine Learning Pipelines Ravit Sharma W. Romaszkan Feiqian Zhu Puneet Gupta Ankur Mehta 154 0 0 11 Oct 2023
Taming Binarized Neural Networks and Mixed-Integer ProgramsAAAI Conference on Artificial Intelligence (AAAI), 2023 Johannes Aspman Georgios Korpas Georgios Korpas AI4CE 223 7 0 05 Oct 2023
NOLA: Compressing LoRA using Linear Combination of Random BasisInternational Conference on Learning Representations (ICLR), 2023 Soroush Abbasi Koohpayegani K. Navaneet Parsa Nooralinejad Soheil Kolouri Hamed Pirsiavash 230 24 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 126 4 0 04 Oct 2023
PB-LLM: Partially Binarized Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Yuzhang Shang Zhihang Yuan Qiang Wu Zhen Dong MQ 210 72 0 29 Sep 2023
SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson DevicesMicro (MICRO), 2023 Hao Sun Geng Yuan Tomoharu Yamauchi Zabihi Masoud Yanyue Xie ... Xulong Tang Nobuyuki Yoshikawa Devesh Tiwari Yanzhi Wang O. Chen MQ 160 5 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 158 32 0 14 Sep 2023
QuantEase: Optimization-based Quantization for Language Models Kayhan Behdin Ayan Acharya Aman Gupta Qingquan Song Sirou Zhu S. Keerthi Rahul Mazumder MQ 179 25 0 05 Sep 2023
eDKM: An Efficient and Accurate Train-time Weight Clustering for Large Language ModelsIEEE computer architecture letters (CAL), 2023 Minsik Cho Keivan Alizadeh Vahid Qichen Fu Saurabh N. Adya C. C. D. Mundo Mohammad Rastegari Devang Naik Peter Zatloukal MQ 131 8 0 02 Sep 2023
Maestro: Uncovering Low-Rank Structures via Trainable DecompositionInternational Conference on Machine Learning (ICML), 2023 Samuel Horváth Stefanos Laskaridis Shashank Rajput Hongyi Wang BDL 216 9 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 218 29 0 27 Aug 2023
MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning TreeIEEE International Conference on Computer Vision (ICCV), 2023 Quang Hieu Vo Linh-Tam Tran Sung-Ho Bae Lokwon Kim Choong Seon Hong MQ 150 1 0 26 Aug 2023
Eventful Transformers: Leveraging Temporal Redundancy in Vision TransformersIEEE International Conference on Computer Vision (ICCV), 2023 Matthew Dutson Yin Li M. Gupta ViT 133 16 0 25 Aug 2023
Stochastic Configuration Machines for Industrial Artificial Intelligence Dianhui Wang Matthew J. Felicetti AI4CE 163 11 0 25 Aug 2023
Vision Transformer Pruning Via Matrix Decomposition Tianyi Sun 118 0 0 21 Aug 2023
A Survey on Model Compression for Large Language ModelsTransactions of the Association for Computational Linguistics (TACL), 2023 Xunyu Zhu Jian Li Yong Liu Can Ma Weiping Wang 246 310 0 15 Aug 2023
Unified Data-Free Compression: Pruning and Quantization without Fine-TuningIEEE International Conference on Computer Vision (ICCV), 2023 Shipeng Bai Jun Chen Xintian Shen Yixuan Qian Yong Liu MQ 144 18 0 14 Aug 2023
Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks TrainingIEEE International Conference on Computer Vision (ICCV), 2023 Xiao-Ming Wu Dian Zheng Zuhao Liu Weishi Zheng MQ 172 24 0 13 Aug 2023
Sparse Binary Transformers for Multivariate Time Series ModelingKnowledge Discovery and Data Mining (KDD), 2023 Matt Gorbett Hossein Shirazi I. Ray AI4TS 124 17 0 09 Aug 2023
Survey on Computer Vision Techniques for Internet-of-Things Devices Ishmeet Kaur Adwaita Janardhan Jadhav AI4CE 81 1 0 02 Aug 2023
Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision RedundancyIEEE International Conference on Computer Vision (ICCV), 2023 Shibo Jie Haoqing Wang Zhiwei Deng 129 40 0 31 Jul 2023
Quantum-limited stochastic optical neural networks operating at a few quanta per activationNature Communications (Nat. Commun.), 2023 Shifan Ma Tianyu Wang Jérémie Laydevant Logan G. Wright Peter L. McMahon 92 22 0 28 Jul 2023
Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-trained Vision-Language ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Kecheng Zheng Wei Wu Ruili Feng Kai Zhu Jiawei Liu Deli Zhao Zhengjun Zha Wei Chen Yujun Shen VLM 131 11 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 73 0 0 24 Jul 2023
Distribution Shift Matters for Knowledge Distillation with Webly Collected ImagesIEEE International Conference on Computer Vision (ICCV), 2023 Jialiang Tang Shuo Chen Gang Niu Masashi Sugiyama Chenggui Gong 100 15 0 21 Jul 2023
Quantized Feature Distillation for Network QuantizationAAAI Conference on Artificial Intelligence (AAAI), 2023 Kevin Zhu Yin He Jianxin Wu MQ 95 18 0 20 Jul 2023
Approximate Computing Survey, Part II: Application-Specific & Architectural Approximation Techniques and ApplicationsACM Computing Surveys (ACM Comput. Surv.), 2023 Vasileios Leon Muhammad Abdullah Hanif Giorgos Armeniakos Xun Jiao Mohamed Bennai K. Pekmestzi Dimitrios Soudris 189 9 0 20 Jul 2023
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce EdgeInternational Conference on Machine Learning (ICML), 2023 Young D. Kwon Rui Li Stylianos I. Venieris Jagmohan Chauhan Nicholas D. Lane Cecilia Mascolo 155 19 0 19 Jul 2023
DGCNet: An Efficient 3D-Densenet based on Dynamic Group Convolution for Hyperspectral Remote Sensing Image Classification Guandong Li 67 7 0 13 Jul 2023
Early Autism Diagnosis based on Path Signature and Siamese Unsupervised Feature CompressorCerebral Cortex (Cereb Cortex), 2023 Zhuowen Yin Xinyao Ding Xin Zhang Zhengwang Wu Liwen Wang Xiangmin Xu Gang Li 192 5 0 12 Jul 2023
Number Systems for Deep Neural Network Architectures: A Survey Ghada Alsuhli Vasileios Sakellariou H. Saleh Mahmoud Al-Qutayri Baker Mohammad T. Stouraitis 131 5 0 11 Jul 2023
Injecting Logical Constraints into Neural Networks via Straight-Through EstimatorsInternational Conference on Machine Learning (ICML), 2023 Zhun Yang Joohyung Lee Chi-youn Park 142 23 0 10 Jul 2023
Learning Discrete Weights and Activations Using the Local Reparameterization Trick G. Berger Aviv Navon Ethan Fetaya MQ 74 0 0 04 Jul 2023
Data-Free Quantization via Mixed-Precision Compensation without Fine-TuningPattern Recognition (Pattern Recogn.), 2023 Jun Chen Shipeng Bai Tianxin Huang Mengmeng Wang Guanzhong Tian Y. Liu MQ 193 22 0 02 Jul 2023
Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler Shaohui Lin Hao Wu Jiao Xie Baochang Zhang Chunjiang Ge Zhou Yu Jungong Han David Doermann 134 2 0 01 Jul 2023
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage RegimesNeural Information Processing Systems (NeurIPS), 2023 Hao Sun Lei Hsiung Nandhini Chandramoorthy Pin-Yu Chen Tsung-Yi Ho AAML 121 0 0 29 Jun 2023
Streaming egocentric action anticipation: An evaluation scheme and approachComputer Vision and Image Understanding (CVIU), 2023 Antonino Furnari G. Farinella EgoV 97 5 0 29 Jun 2023
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models Phuoc-Hoan Charles Le Xinlin Li ViT MQ 124 31 0 29 Jun 2023
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNsInternational Journal of Computer Vision (IJCV), 2023 Yanjing Li Sheng Xu Xianbin Cao Lian Zhuo Baochang Zhang Tian Wang Guodong Guo 134 3 0 27 Jun 2023
Binary domain generalization for sparsifying binary neural networks Riccardo Schiavone Francesco Galati Maria A. Zuluaga MQ 125 0 0 23 Jun 2023
Spatial-SpinDrop: Spatial Dropout-based Binary Bayesian Neural Network with Spintronics ImplementationIEEE transactions on nanotechnology (IEEE Trans. Nanotechnol.), 2023 Soyed Tuhin Ahmed K. Danouchi Michael Hefenbrock G. Prenat L. Anghel M. Tahoori 112 9 0 16 Jun 2023
Neural Network Compression using Binarization and Few Full-Precision WeightsInformation Sciences (Inf. Sci.), 2023 F. M. Nardini Cosimo Rulli Salvatore Trani Rossano Venturini MQ 180 1 0 15 Jun 2023