@article{bb151700,
AUTHOR = "Lan, W.C. and Cheung, Y.M. and Jiang, J. and Hu, Z.K. and Li, M.K.",
TITLE = "Compact Neural Network via Stacking Hybrid Units",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "103-116",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147623"}
@article{bb151701,
AUTHOR = "Bai, S.P. and Chen, J. and Yang, Y. and Liu, Y.",
TITLE = "Multi-Dimension Compression of Feed-Forward Network in Vision
Transformers",
JOURNAL = PRL,
VOLUME = "176",
YEAR = "2023",
PAGES = "56-61",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147624"}
@article{bb151702,
AUTHOR = "Wang, Z.Y. and Xie, X.M. and Zhao, Q. and Shi, G.M.",
TITLE = "Filter Clustering for Compressing CNN Model With Better Feature
Diversity",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "7385-7397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147625"}
@article{bb151703,
AUTHOR = "Tan, Q.F. and Yang, X. and Qiu, C. and Jiang, Y. and He, J.Z. and Liu, J. and Wu, Y.H.",
TITLE = "SCCMDet: Adaptive Sparse Convolutional Networks Based on Class Maps
for Real-Time Onboard Detection in Unmanned Aerial Vehicle Remote
Sensing Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "6",
PAGES = "1031",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147626"}
@article{bb151704,
AUTHOR = "Hu, K.D. and Xie, Z.X. and Hu, Q.H.",
TITLE = "Lightweight convolutional neural networks with context broadcast
transformer for real-time semantic segmentation",
JOURNAL = IVC,
VOLUME = "146",
YEAR = "2024",
PAGES = "105053",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147627"}
@article{bb151705,
AUTHOR = "Nguyen, T.T. and Nguyen, T.P.",
TITLE = "Rescaling large datasets based on validation outcomes of a
pre-trained network",
JOURNAL = PRL,
VOLUME = "185",
YEAR = "2024",
PAGES = "73-80",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147628"}
@article{bb151706,
AUTHOR = "Wang, H.X. and Ling, P.Y. and Fan, X. and Tu, T. and Zheng, J.J. and Chen, H. and Jin, Y. and Chen, E.",
TITLE = "All-in-One Hardware-Oriented Model Compression for Efficient
Multi-Hardware Deployment",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "12345-12359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147629"}
@article{bb151707,
AUTHOR = "Yang, S. and Liu, F. and Chen, D. and Huang, H.X. and Zhou, J.",
TITLE = "Few-Shot Classification Model Compression via School Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "12244-12257",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147630"}
@article{bb151708,
AUTHOR = "Gao, C.S. and Jiang, Y.H. and Wu, S.Q. and Ma, Y.F. and Li, L. and Liu, D.",
TITLE = "IMOFC: Identity-Level Metric Optimized Feature Compression for
Identification Tasks",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1855-1869",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147631"}
@article{bb151709,
AUTHOR = "Justo, J.A. and Langer, D.D. and Berg, S. and Nieke, J. and Ionescu, R.T. and Kjeldsberg, P.G. and Johansen, T.A.",
TITLE = "Hyperspectral Image Segmentation for Optimal Satellite Operations:
In-Orbit Deployment of 1D-CNN",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "4",
PAGES = "642",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147632"}
@article{bb151710,
AUTHOR = "Zhang, L.L. and Hu, X. and Liao, X. and Zhou, T. and Peng, Y.Y.X.",
TITLE = "FLQ: Design and implementation of hybrid multi-base full logarithmic
quantization neural network acceleration architecture based on FPGA",
JOURNAL = SP:IC,
VOLUME = "134",
YEAR = "2025",
PAGES = "117270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147633"}
@article{bb151711,
AUTHOR = "Fan, C.X. and Guo, D. and Wang, Z.Q. and Wang, M.",
TITLE = "Multi-Objective Convex Quantization for Efficient Model Compression",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "2313-2329",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147634"}
@inproceedings{bb151712,
AUTHOR = "Fan, C.X. and Wang, Z.Q. and Guo, D. and Wang, M.",
TITLE = "Data-Free Quantization via Pseudo-label Filtering",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "5589-5598",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147635"}
@article{bb151713,
AUTHOR = "Fischer, K. and Brand, F. and Kaup, A.",
TITLE = "Boosting Neural Image Compression for Machines Using Latent Space
Masking",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "3719-3731",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147636"}
@article{bb151714,
AUTHOR = "Cai, Y.G. and Xing, P. and Gao, X.S.",
TITLE = "High Efficient 3D Convolution Feature Compression",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "3732-3744",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147637"}
@inproceedings{bb151715,
AUTHOR = "Wang, Q.Y. and Cardiff, B. and Frappe, A. and Larras, B. and John, D.",
TITLE = "Tiny Models are the Computational Saver for Large Models",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LVI: 163-182",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147638"}
@inproceedings{bb151716,
AUTHOR = "Yang, X.Y. and Wang, X.C.",
TITLE = "Neural Metamorphosis",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXIV: 1-19",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147639"}
@inproceedings{bb151717,
AUTHOR = "Xiong, Y.Z. and Chen, H. and Hao, T.X. and Lin, Z. and Han, J.G. and Zhang, Y. and Wang, G.X. and Bao, Y.J. and Ding, G.",
TITLE = "PYRA: Parallel Yielding Re-activation for Training-inference Efficient
Task Adaptation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "IX: 455-473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147640"}
@inproceedings{bb151718,
AUTHOR = "Misra, D. and Chaudhary, M. and Goyal, A. and Runwal, B. and Chen, P.Y.",
TITLE = "Uncovering the Hidden Cost of Model Compression",
BOOKTITLE = Prompting24,
YEAR = "2024",
PAGES = "1611-1621",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147641"}
@inproceedings{bb151719,
AUTHOR = "Xie, J.J. and Zhang, Y.X. and Lin, M. and Lin, Z.H. and Cao, L.J. and Ji, R.R.",
TITLE = "UniPTS: A Unified Framework for Proficient Post-Training Sparsity",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "5746-5755",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147642"}
@inproceedings{bb151720,
AUTHOR = "Zhang, H.X. and Zhou, Y.F. and Wang, G.H.",
TITLE = "Dense Vision Transformer Compression with Few Samples",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "15825-15834",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147643"}
@inproceedings{bb151721,
AUTHOR = "Nasery, A. and Shah, H. and Suggala, A.S. and Jain, P.",
TITLE = "End-to-End Neural Network Compression via l1/l2 Regularized Latency
Surrogates",
BOOKTITLE = MobileAI24,
YEAR = "2024",
PAGES = "5866-5877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147644"}
@inproceedings{bb151722,
AUTHOR = "Guo, Y. and Li, Z. and Lang, Y.L. and Ren, Q.Y.",
TITLE = "ShiftAddAug: Augment Multiplication-Free Tiny Neural Network with
Hybrid Computation",
BOOKTITLE = ECV24,
YEAR = "2024",
PAGES = "8075-8084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147645"}
@inproceedings{bb151723,
AUTHOR = "van Betteray, A. and Rottmann, M. and Kahl, K.",
TITLE = "MGiaD: Multigrid in all dimensions. Efficiency and robustness by
weight sharing and coarsening in resolution and channel dimensions*",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1284-1293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147646"}
@inproceedings{bb151724,
AUTHOR = "Vo, Q.H. and Tran, L.T. and Bae, S.H. and Kim, L.W. and Hong, C.S.",
TITLE = "MST-compression: Compressing and Accelerating Binary Neural Networks
with Minimum Spanning Tree",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "6068-6077",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147647"}
@inproceedings{bb151725,
AUTHOR = "Shi, Y. and Bai, S.H. and Wei, X. and Gong, R. and Yang, J.",
TITLE = "Lossy and Lossless (L2) Post-training Model Size Compression",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17500-17510",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147648"}
@inproceedings{bb151726,
AUTHOR = "Nooralinejad, P. and Abbasi, A. and Koohpayegani, S.A. and Meibodi, K.P. and Khan, R.M.S. and Kolouri, S. and Pirsiavash, H.",
TITLE = "PRANC: Pseudo RAndom Networks for Compacting deep models",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16975-16985",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147649"}
@inproceedings{bb151727,
AUTHOR = "Xu, K.X. and Lee, A.H.X. and Zhao, Z.Y. and Wang, Z. and Wu, M. and Lin, W.S.",
TITLE = "Metagrad: Adaptive Gradient Quantization with Hypernetworks",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "276-280",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147650"}
@inproceedings{bb151728,
AUTHOR = "Hesse, R. and Schaub Meyer, S. and Roth, S.",
TITLE = "Content-Adaptive Downsampling in Convolutional Neural Networks",
BOOKTITLE = ECV23,
YEAR = "2023",
PAGES = "4544-4553",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147651"}
@inproceedings{bb151729,
AUTHOR = "Hu, T. and Lin, M. and You, L. and Chao, F. and Ji, R.R.",
TITLE = "Discriminator-Cooperated Feature Map Distillation for GAN Compression",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "20351-20360",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147652"}
@inproceedings{bb151730,
AUTHOR = "Koryakovskiy, I. and Yakovleva, A. and Buchnev, V. and Isaev, T. and Odinokikh, G.",
TITLE = "One-Shot Model for Mixed-Precision Quantization",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7939-7949",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147653"}
@inproceedings{bb151731,
AUTHOR = "Ma, Y.X. and Li, H.X. and Zheng, X. and Xiao, X.F. and Wang, R. and Wen, S.L. and Pan, X. and Chao, F. and Ji, R.R.",
TITLE = "Solving Oscillation Problem in Post-Training Quantization Through a
Theoretical Perspective",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7950-7959",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147654"}
@inproceedings{bb151732,
AUTHOR = "Manjah, D. and Cacciarelli, D. and Benkedadra, M. and Standaert, B. and de Hertaing, G.R. and Macq, B. and Galland, S. and de Vleeschouwer, C.",
TITLE = "Stream-Based Active Distillation for Scalable Model Deployment",
BOOKTITLE = L3D-IVU23,
YEAR = "2023",
PAGES = "4999-5007",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147655"}
@inproceedings{bb151733,
AUTHOR = "Xu, X.W. and Wang, Z.W. and Zhou, J. and Lu, J.W.",
TITLE = "Binarizing Sparse Convolutional Networks for Efficient Point Cloud
Analysis",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "5313-5322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147656"}
@inproceedings{bb151734,
AUTHOR = "Lin, C. and Peng, B. and Li, Z. and Tan, W.M. and Ren, Y. and Xiao, J. and Pu, S.L.",
TITLE = "Bit-shrinking: Limiting Instantaneous Sharpness for Improving
Post-training Quantization",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16196-16205",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147657"}
@inproceedings{bb151735,
AUTHOR = "Cai, J.X. and Qi, Z. and Fu, K.Q. and Shi, X. and Li, Z. and Liu, X.Y. and Liu, H.",
TITLE = "Pbcstereo: A Compressed Stereo Network with Pure Binary Convolutional
Operations",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "III:626-641",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147658"}
@inproceedings{bb151736,
AUTHOR = "Kim, S. and Kim, D.Y. and Moon, J.",
TITLE = "Deep Neural Network Compression for Image Inpainting",
BOOKTITLE = CADK22,
YEAR = "2022",
PAGES = "99-114",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147659"}
@inproceedings{bb151737,
AUTHOR = "Given, N.A.",
TITLE = "LCS: Learning Compressible Subspaces for Efficient, Adaptive,
Real-Time Network Compression at Inference Time",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "3807-3816",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147660"}
@inproceedings{bb151738,
AUTHOR = "Pham, C. and Hoang, T. and Do, T.T.",
TITLE = "Collaborative Multi-Teacher Knowledge Distillation for Learning Low
Bit-width Deep Neural Networks",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "6424-6432",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147661"}
@inproceedings{bb151739,
AUTHOR = "Horton, M. and Jin, Y.Z. and Farhadi, A. and Rastegari, M.",
TITLE = "Layer-Wise Data-Free CNN Compression",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2019-2026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147662"}
@inproceedings{bb151740,
AUTHOR = "Andreev, P. and Fritzler, A.",
TITLE = "Quantization of Generative Adversarial Networks for Efficient
Inference: A Methodological Study",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2179-2185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147663"}
@inproceedings{bb151741,
AUTHOR = "Liu, Y.C. and Wentzlaff, D. and Kung, S.Y.",
TITLE = "Class-Discriminative CNN Compression",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2070-2077",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147664"}
@inproceedings{bb151742,
AUTHOR = "Fu, S.M. and Wang, H.L. and Cao, Y.C. and Hu, H.J. and Peng, B. and Tan, W.M. and Ye, T.Q.",
TITLE = "Meta-BNS FOR Adversarial Data-Free Quantization",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "4038-4042",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147665"}
@inproceedings{bb151743,
AUTHOR = "Wang, W. and Chen, Z. and Wang, Z. and Lin, J. and Xu, L. and Lin, W.S.",
TITLE = "Channel-Wise Bit Allocation for Deep Visual Feature Quantization",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3978-3982",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147666"}
@inproceedings{bb151744,
AUTHOR = "Tech, G. and Haase, P. and Becking, D. and Kirchhoffer, H. and Muller, K. and Pfaff, J. and Schwarz, H. and Samek, W. and Marpe, D. and Wiegand, T.",
TITLE = "History Dependent Significance Coding for Incremental Neural Network
Compression",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3541-3545",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147667"}
@inproceedings{bb151745,
AUTHOR = "Santamaria, M. and Cricri, F. and Lainema, J. and Youvalari, R.G. and Zhang, H.L. and Hannuksela, M.M.",
TITLE = "Content-Adaptive Neural Network Post-Processing Filter with NNR-Coded
Weight-Updates",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2251-2255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147668"}
@inproceedings{bb151746,
AUTHOR = "Chen, T.A. and Yang, D.N. and Chen, M.S.",
TITLE = "AlignQ: Alignment Quantization with ADMM-based Correlation
Preservation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12528-12537",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147669"}
@inproceedings{bb151747,
AUTHOR = "Chen, B. and Bakhshi, A. and Batista, G. and Ng, B. and Chin, T.J.",
TITLE = "Update Compression for Deep Neural Networks on the Edge",
BOOKTITLE = MobileAI22,
YEAR = "2022",
PAGES = "3075-3085",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147670"}
@inproceedings{bb151748,
AUTHOR = "Sun, X.L. and Hassani, A. and Wang, Z.Y. and Huang, G. and Shi, H.",
TITLE = "DiSparse: Disentangled Sparsification for Multitask Model Compression",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12372-12382",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147671"}
@inproceedings{bb151749,
AUTHOR = "Dong, X. and de Salvo, B. and Li, M. and Liu, C. and Qu, Z. and Kung, H.T. and Li, Z.Y.",
TITLE = "SplitNets: Designing Neural Architectures for Efficient Distributed
Computing on Head-Mounted Systems",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12549-12559",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147672"}
@inproceedings{bb151750,
AUTHOR = "Hou, Z.J. and Qin, M.H. and Sun, F. and Ma, X.L. and Yuan, K. and Xu, Y. and Chen, Y.K. and Jin, R. and Xie, Y. and Kung, S.Y.",
TITLE = "CHEX: CHannel EXploration for CNN Model Compression",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12277-12288",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147673"}
@inproceedings{bb151751,
AUTHOR = "Yin, M. and Sui, Y. and Yang, W. and Zang, X. and Gong, Y. and Yuan, B.",
TITLE = "HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural
Networks",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12289-12298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147674"}
@inproceedings{bb151752,
AUTHOR = "Alwani, M. and Wang, Y. and Madhavan, V.",
TITLE = "DECORE: Deep Compression with Reinforcement Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12339-12349",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147675"}
@inproceedings{bb151753,
AUTHOR = "Wang, H.Y. and Liu, J.J. and Ma, X. and Yong, Y. and Chai, Z.H. and Wu, J.X.",
TITLE = "Compressing Models with Few Samples: Mimicking then Replacing",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "691-700",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147676"}
@inproceedings{bb151754,
AUTHOR = "Kag, A. and Saligrama, V.",
TITLE = "Condensing CNNs with Partial Differential Equations",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "600-609",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147677"}
@inproceedings{bb151755,
AUTHOR = "Chikin, V. and Antiukh, M.",
TITLE = "Data-Free Network Compression via Parametric Non-uniform Mixed
Precision Quantization",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "450-459",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147678"}
@inproceedings{bb151756,
AUTHOR = "Ren, Y.X. and Wu, J. and Xiao, X.F. and Yang, J.C.",
TITLE = "Online Multi-Granularity Distillation for GAN Compression",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "6773-6783",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147679"}
@inproceedings{bb151757,
AUTHOR = "Tayyab, M. and Khan, F.A. and Mahalanobis, A.",
TITLE = "Compressing Deep CNNs Using Basis Representation and Spectral
Fine-Tuning",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3537-3541",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147680"}
@inproceedings{bb151758,
AUTHOR = "Papadimitriou, D. and Jain, S.",
TITLE = "Data-Driven Low-Rank Neural Network Compression",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3547-3551",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147681"}
@inproceedings{bb151759,
AUTHOR = "Afrabandpey, H. and Muravev, A. and Tavakoli, H.R. and Zhang, H.L. and Cricri, F. and Gabbouj, M. and Aksu, E.",
TITLE = "Mind the Structure: Adopting Structural Information for Deep Neural
Network Compression",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3532-3536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147682"}
@inproceedings{bb151760,
AUTHOR = "Idelbayev, Y. and Carreira Perpinan, M.A.",
TITLE = "Beyond Flops In Low-Rank Compression of Neural Networks:
Optimizing Device-Specific Inference Runtime",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2843-2847",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147683"}
@inproceedings{bb151761,
AUTHOR = "Kondratyuk, D. and Yuan, L.Z. and Li, Y.D. and Zhang, L. and Tan, M.X. and Brown, M. and Gong, B.Q.",
TITLE = "MoViNets: Mobile Video Networks for Efficient Video Recognition",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "16015-16025",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147684"}
@inproceedings{bb151762,
AUTHOR = "Yu, C.Q. and Xiao, B. and Gao, C.X. and Yuan, L. and Zhang, L. and Sang, N. and Wang, J.D.",
TITLE = "Lite-HRNet: A Lightweight High-Resolution Network",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10435-10445",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147685"}
@inproceedings{bb151763,
AUTHOR = "Li, Y.C. and Lin, S.H. and Liu, J.Z. and Ye, Q.X. and Wang, M. and Chao, F. and Yang, F. and Ma, J.C. and Tian, Q. and Ji, R.R.",
TITLE = "Towards Compact CNNs via Collaborative Compression",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6434-6443",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147686"}
@inproceedings{bb151764,
AUTHOR = "Shen, Z.Q. and Liu, Z. and Qin, J. and Huang, L. and Cheng, K.T. and Savvides, M.",
TITLE = "S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit
Neural Networks via Guided Distribution Calibration",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2165-2174",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147687"}
@inproceedings{bb151765,
AUTHOR = "Yin, M. and Sui, Y. and Liao, S. and Yuan, B.",
TITLE = "Towards Efficient Tensor Decomposition-Based DNN Model Compression
with Optimization Framework",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10669-10678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147688"}
@inproceedings{bb151766,
AUTHOR = "Martinez, J. and Shewakramani, J. and Liu, T.W. and Barsan, I.A. and Zeng, W.Y. and Urtasun, R.",
TITLE = "Permute, Quantize, and Fine-tune:
Efficient Compression of Neural Networks",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15694-15703",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147689"}
@inproceedings{bb151767,
AUTHOR = "Oh, S. and Sim, H. and Lee, S. and Lee, J.",
TITLE = "Automated Log-Scale Quantization for Low-Cost Deep Neural Networks",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "742-751",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147690"}
@inproceedings{bb151768,
AUTHOR = "Yamamoto, K.",
TITLE = "Learnable Companding Quantization for Accurate Low-bit Neural
Networks",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "5027-5036",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147691"}
@inproceedings{bb151769,
AUTHOR = "Lee, J. and Kim, D. and Ham, B.",
TITLE = "Network Quantization with Element-wise Gradient Scaling",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6444-6453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147692"}
@inproceedings{bb151770,
AUTHOR = "Jaume, G. and Pati, P. and Bozorgtabar, B. and Foncubierta, A. and Anniciello, A.M. and Feroce, F. and Rau, T. and Thiran, J.P. and Gabrani, M. and Goksel, O.",
TITLE = "Quantifying Explainers of Graph Neural Networks in Computational
Pathology",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "8102-8112",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147693"}
@inproceedings{bb151771,
AUTHOR = "Zhao, S. and Yue, T. and Hu, X.M.",
TITLE = "Distribution-aware Adaptive Multi-bit Quantization",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9277-9286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147694"}
@inproceedings{bb151772,
AUTHOR = "Kryzhanovskiy, V. and Balitskiy, G. and Kozyrskiy, N. and Zuruev, A.",
TITLE = "QPP: Real-Time Quantization Parameter Prediction for Deep Neural
Networks",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10679-10687",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147695"}
@inproceedings{bb151773,
AUTHOR = "Aghli, N. and Ribeiro, E.",
TITLE = "Combining Weight Pruning and Knowledge Distillation For CNN
Compression",
BOOKTITLE = EVW21,
YEAR = "2021",
PAGES = "3185-3192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147696"}
@inproceedings{bb151774,
AUTHOR = "Ran, J. and Lin, R. and So, H.K.H. and Chesi, G. and Wong, N.",
TITLE = "Exploiting Elasticity in Tensor Ranks for Compressing Neural Networks",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9866-9873",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147697"}
@inproceedings{bb151775,
AUTHOR = "Shah, M.A. and Olivier, R. and Raj, B.",
TITLE = "Exploiting Non-Linear Redundancy for Neural Model Compression",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9928-9935",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147698"}
@inproceedings{bb151776,
AUTHOR = "Bui, K. and Park, F. and Zhang, S. and Qi, Y.Y. and Xin, J.",
TITLE = "Nonconvex Regularization for Network Slimming:
Compressing CNNS Even More",
BOOKTITLE = ISVC20,
YEAR = "2020",
PAGES = "I:39-53",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147699"}
@inproceedings{bb151777,
AUTHOR = "Wang, H.T. and Gui, S.P. and Yang, H.C. and Liu, J. and Wang, Z.Y.",
TITLE = "GAN Slimming: All-in-one GAN Compression by a Unified Optimization
Framework",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "IV:54-73",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147700"}
@inproceedings{bb151778,
AUTHOR = "Guo, J. and Ouyang, W. and Xu, D.",
TITLE = "Multi-Dimensional Pruning: A Unified Framework for Model Compression",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "1505-1514",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147701"}
@inproceedings{bb151779,
AUTHOR = "Heo, B. and Kim, J. and Yun, S. and Park, H. and Kwak, N. and Choi, J.Y.",
TITLE = "A Comprehensive Overhaul of Feature Distillation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "1921-1930",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147702"}
@inproceedings{bb151780,
AUTHOR = "Yu, J. and Huang, T.",
TITLE = "Universally Slimmable Networks and Improved Training Techniques",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "1803-1811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT147703"}
@article{bb151781,
AUTHOR = "Dong, Y.P. and Ni, R.K. and Li, J.G. and Chen, Y.R. and Su, H. and Zhu, J.",
TITLE = "Stochastic Quantization for Learning Accurate Low-Bit Deep Neural
Networks",
JOURNAL = IJCV,
VOLUME = "127",
YEAR = "2019",
NUMBER = "11-12",
MONTH = "December",
PAGES = "1629-1642",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147704"}
@inproceedings{bb151782,
AUTHOR = "Zhou, A. and Yao, A.B. and Wang, K. and Chen, Y.R.",
TITLE = "Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural
Networks",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "9426-9435",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147705"}
@article{bb151783,
AUTHOR = "Zhou, Z.G. and Zhou, W.G. and Lv, X.T. and Huang, X. and Wang, X.Y. and Li, H.Q.",
TITLE = "Progressive Learning of Low-Precision Networks for Image
Classification",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "871-882",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147706"}
@article{bb151784,
AUTHOR = "Chu, T.S. and Luo, Q. and Yang, J. and Huang, X.L.",
TITLE = "Mixed-precision quantized neural networks with progressively
decreasing bitwidth",
JOURNAL = PR,
VOLUME = "111",
YEAR = "2021",
PAGES = "107647",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147707"}
@article{bb151785,
AUTHOR = "Zhuang, B. and Tan, M.K. and Liu, J. and Liu, L.Q. and Reid, I.D. and Shen, C.H.",
TITLE = "Effective Training of Convolutional Neural Networks With Low-Bitwidth
Weights and Activations",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6140-6152",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147708"}
@inproceedings{bb151786,
AUTHOR = "Zhuang, B. and Shen, C.H. and Tan, M.K. and Liu, J. and Reid, I.D.",
TITLE = "Towards Effective Low-Bitwidth Convolutional Neural Networks",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "7920-7928",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147709"}
@article{bb151787,
AUTHOR = "Liu, J. and Zhuang, B. and Chen, P. and Shen, C.H. and Cai, J.F. and Tan, M.K.",
TITLE = "Single-Path Bit Sharing for Automatic Loss-Aware Model Compression",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "12459-12473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147710"}
@article{bb151788,
AUTHOR = "Wu, R. and Liu, H.Y. and Li, J.B.",
TITLE = "Adaptive gradients and weight projection based on quantized neural
networks for efficient image classification",
JOURNAL = CVIU,
VOLUME = "223",
YEAR = "2022",
PAGES = "103516",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147711"}
@article{bb151789,
AUTHOR = "Wang, P.S. and Chen, W.H. and He, X.Y. and Chen, Q. and Liu, Q.S. and Cheng, J.",
TITLE = "Optimization-Based Post-Training Quantization With Bit-Split and
Stitching",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "2119-2135",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147712"}
@article{bb151790,
AUTHOR = "Li, Z. and Ni, B.B. and Yang, X.K. and Zhang, W.J. and Gao, W.",
TITLE = "Residual Quantization for Low Bit-Width Neural Networks",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "214-227",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147713"}
@article{bb151791,
AUTHOR = "Sharma, P.K. and Abraham, A. and Rajendiran, V.N.",
TITLE = "A Generalized Zero-Shot Quantization of Deep Convolutional Neural
Networks Via Learned Weights Statistics",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "953-965",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147714"}
@article{bb151792,
AUTHOR = "Xu, S.K. and Zhang, S.H. and Liu, J. and Zhuang, B. and Wang, Y.W. and Tan, M.K.",
TITLE = "Generative Data Free Model Quantization With Knowledge Matching for
Classification",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "7296-7309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147715"}
@article{bb151793,
AUTHOR = "Kazemi, E. and Taherkhani, F. and Wang, L.Q.",
TITLE = "On complementing unsupervised learning with uncertainty
quantification",
JOURNAL = PRL,
VOLUME = "176",
YEAR = "2023",
PAGES = "69-75",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147716"}
@article{bb151794,
AUTHOR = "Sun, S.Z. and Xu, H. and Li, Y. and Li, P. and Sheng, B. and Lin, X.",
TITLE = "FastAL: Fast Evaluation Module for Efficient Dynamic Deep Active
Learning Using Broad Learning System",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "815-827",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147717"}
@article{bb151795,
AUTHOR = "Chu, T.S. and Yang, Z. and Huang, X.L.",
TITLE = "Improving the Post-Training Neural Network Quantization by
Prepositive Feature Quantization",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "3056-3060",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147718"}
@article{bb151796,
AUTHOR = "Yvinec, E. and Dapogny, A. and Bailly, K.",
TITLE = "PIPE: Parallelized inference through ensembling of residual
quantization expansions",
JOURNAL = PR,
VOLUME = "154",
YEAR = "2024",
PAGES = "110571",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147719"}
@article{bb151797,
AUTHOR = "Li, Z.K. and Long, X.L. and Xiao, J.R. and Gu, Q.Y.",
TITLE = "HTQ: Exploring the High-Dimensional Trade-Off of mixed-precision
quantization",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110788",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147720"}
@article{bb151798,
AUTHOR = "Zhong, Y.S. and Zhou, Y.Y. and Chao, F. and Ji, R.R.",
TITLE = "MBQuant: A novel multi-branch topology method for arbitrary bit-width
network quantization",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111061",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147721"}
@inproceedings{bb151799,
AUTHOR = "Protsenko, V. and Kryzhanovskiy, V. and Filippov, A.",
TITLE = "Quantization-friendly Winograd Transformations for Convolutional Neural
Networks",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LVIII: 178-194",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147722"}
Last update:Apr 23, 2025 at 18:43:10