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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#TT156262"}
@inproceedings{bb160401,
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#TT156263"}
@article{bb160402,
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#TT156264"}
@article{bb160403,
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#TT156265"}
@article{bb160404,
AUTHOR = "Yang, X.X. and Zheng, Z.S. and Zheng, H.Q. and Ge, Z.D. and Liu, X.T. and Zhang, B. and Lv, J.Y.",
TITLE = "LCNet: Lightweight real-time image classification network based on
efficient multipath dynamic attention mechanism and dynamic threshold
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JOURNAL = IVC,
VOLUME = "159",
YEAR = "2025",
PAGES = "105576",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT156266"}
@article{bb160405,
AUTHOR = "Bich, P. and Enttsel, A. and Prono, L. and Marchioni, A. and Pareschi, F. and Mangia, M. and Setti, G. and Rovatti, R.",
TITLE = "On the Universal Approximation Properties of Deep Neural Networks
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JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "8297-8304",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT156267"}
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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#TT156268"}
@inproceedings{bb160407,
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#TT156269"}
@inproceedings{bb160408,
AUTHOR = "Xiong, Y.Z. and Chen, H. and Hao, T.X. and Lin, Z. and Han, J.G. and Zhang, Y.S. and Wang, G.X. and Bao, Y.J. and Ding, G.G.",
TITLE = "PYRA: Parallel Yielding Re-activation for Training-inference Efficient
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BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "IX: 455-473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT156270"}
@inproceedings{bb160409,
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",
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@inproceedings{bb160410,
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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT156272"}
@inproceedings{bb160411,
AUTHOR = "Zhang, H.X. and Zhou, Y.F. and Wang, G.H.",
TITLE = "Dense Vision Transformer Compression with Few Samples",
BOOKTITLE = CVPR24,
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@inproceedings{bb160412,
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,
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@inproceedings{bb160413,
AUTHOR = "Guo, Y. and Li, Z. and Lang, Y.L. and Ren, Q.Y.",
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Hybrid Computation",
BOOKTITLE = ECV24,
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@inproceedings{bb160414,
AUTHOR = "van Betteray, A. and Rottmann, M. and Kahl, K.",
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BOOKTITLE = REDLCV23,
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PAGES = "1284-1293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT156276"}
@inproceedings{bb160415,
AUTHOR = "Vo, Q.H. and Tran, L.T. and Bae, S.H. and Kim, L.W. and Hong, C.S.",
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AUTHOR = "Shi, Y.M. 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,
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AUTHOR = "Xu, K.X. and Lee, A.H.X. and Zhao, Z.Y. and Wang, Z. and Wu, M. and Lin, W.S.",
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@inproceedings{bb160419,
AUTHOR = "Hesse, R. and Schaub Meyer, S. and Roth, S.",
TITLE = "Content-Adaptive Downsampling in Convolutional Neural Networks",
BOOKTITLE = ECV23,
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AUTHOR = "Hu, T. and Lin, M. and You, L.Z. and Chao, F. and Ji, R.R.",
TITLE = "Discriminator-Cooperated Feature Map Distillation for GAN Compression",
BOOKTITLE = CVPR23,
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AUTHOR = "Koryakovskiy, I. and Yakovleva, A. and Buchnev, V. and Isaev, T. and Odinokikh, G.",
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@inproceedings{bb160422,
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@inproceedings{bb160423,
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AUTHOR = "Xu, X.W. and Wang, Z.W. and Zhou, J. and Lu, J.W.",
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PAGES = "III:626-641",
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@inproceedings{bb160428,
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AUTHOR = "Horton, M. and Jin, Y.Z. and Farhadi, A. and Rastegari, M.",
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@inproceedings{bb160431,
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Inference: A Methodological Study",
BOOKTITLE = "ICPR22",
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PAGES = "2179-2185",
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BOOKTITLE = "ICPR22",
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PAGES = "2070-2077",
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AUTHOR = "Wang, W. and Chen, Z. and Wang, Z. and Lin, J. and Xu, L. and Lin, W.S.",
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BOOKTITLE = ICIP22,
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@inproceedings{bb160435,
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Compression",
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@inproceedings{bb160436,
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
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@inproceedings{bb160437,
AUTHOR = "Chen, T.A. and Yang, D.N. and Chen, M.S.",
TITLE = "AlignQ: Alignment Quantization with ADMM-based Correlation
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BOOKTITLE = CVPR22,
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@inproceedings{bb160438,
AUTHOR = "Chen, B. and Bakhshi, A. and Batista, G. and Ng, B. and Chin, T.J.",
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BOOKTITLE = MobileAI22,
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@inproceedings{bb160439,
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",
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@inproceedings{bb160440,
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
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TITLE = "CHEX: CHannel EXploration for CNN Model Compression",
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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
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@inproceedings{bb160443,
AUTHOR = "Alwani, M. and Wang, Y. and Madhavan, V.",
TITLE = "DECORE: Deep Compression with Reinforcement Learning",
BOOKTITLE = CVPR22,
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@inproceedings{bb160444,
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",
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@inproceedings{bb160445,
AUTHOR = "Kag, A. and Saligrama, V.",
TITLE = "Condensing CNNs with Partial Differential Equations",
BOOKTITLE = CVPR22,
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@inproceedings{bb160446,
AUTHOR = "Chikin, V. and Antiukh, M.",
TITLE = "Data-Free Network Compression via Parametric Non-uniform Mixed
Precision Quantization",
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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,
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@inproceedings{bb160448,
AUTHOR = "Tayyab, M. and Khan, F.A. and Mahalanobis, A.",
TITLE = "Compressing Deep CNNs Using Basis Representation and Spectral
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BOOKTITLE = ICIP21,
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@inproceedings{bb160449,
AUTHOR = "Papadimitriou, D. and Jain, S.",
TITLE = "Data-Driven Low-Rank Neural Network Compression",
BOOKTITLE = ICIP21,
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TITLE = "Mind the Structure: Adopting Structural Information for Deep Neural
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@inproceedings{bb160451,
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,
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@inproceedings{bb160452,
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TITLE = "MoViNets: Mobile Video Networks for Efficient Video Recognition",
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@inproceedings{bb160453,
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",
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@inproceedings{bb160454,
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@inproceedings{bb160455,
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TITLE = "S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit
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@inproceedings{bb160456,
AUTHOR = "Yin, M. and Sui, Y. and Liao, S. and Yuan, B.",
TITLE = "Towards Efficient Tensor Decomposition-Based DNN Model Compression
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@inproceedings{bb160457,
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TITLE = "Permute, Quantize, and Fine-tune:
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@inproceedings{bb160458,
AUTHOR = "Oh, S. and Sim, H. and Lee, S. and Lee, J.",
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@inproceedings{bb160459,
AUTHOR = "Yamamoto, K.",
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