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AUTHOR = "Guo, Y. and Gao, W. and Li, G.",
TITLE = "Interpretable Task-inspired Adaptive Filter Pruning for Neural Networks
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JOURNAL = IJCV,
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AUTHOR = "Poh, S.C. and Chan, C.S. and Lim, C.K.",
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155471"}
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AUTHOR = "Jayasimhan, A. and Pabitha, P.",
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AUTHOR = "Bicici, U.C. and Meral, T.H.S. and Akarun, L.",
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YEAR = "2024",
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AUTHOR = "Hedegaard, L. and Alok, A. and Jose, J. and Iosifidis, A.",
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YEAR = "2024",
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AUTHOR = "Fakhfakh, M. and Chaari, L.",
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JOURNAL = PAMI,
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AUTHOR = "Mestav, K. and Saniee, I. and Zhang, L.",
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TITLE = "ATP: Adaptive Threshold Pruning for Efficient Data Encoding in
Quantum Neural Networks",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20427-20436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155520"}
@inproceedings{bb159657,
AUTHOR = "Haurum, J.B. and Escalera, S. and Taylor, G.W. and Moeslund, T.B.",
TITLE = "Agglomerative Token Clustering",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LVII: 200-218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155521"}
@inproceedings{bb159658,
AUTHOR = "Yang, C.A. and Liu, Z.W. and Yeh, R.A.",
TITLE = "Deep Nets with Subsampling Layers Unwittingly Discard Useful
Activations at Test-time",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXI: 223-241",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155522"}
@inproceedings{bb159659,
AUTHOR = "Gong, C. and Chen, Y. and Luo, Q. and Lu, Y. and Li, T. and Zhang, Y.Z. and Sun, Y.F. and Zhang, L.",
TITLE = "Deep Feature Surgery: Towards Accurate and Efficient Multi-exit
Networks",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XLIX: 435-451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155523"}
@inproceedings{bb159660,
AUTHOR = "Zhu, Z. and Garcia Ortiz, A. and Waeijen, L. and Bondarev, E. and Pourtaherian, A. and Moreira, O.",
TITLE = "ELSE: Efficient Deep Neural Network Inference Through Line-based
Sparsity Exploration",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XI: 412-431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155524"}
@inproceedings{bb159661,
AUTHOR = "Mahmud, T. and Yaman, B. and Liu, C.H. and Marculescu, D.",
TITLE = "PAPR: Training-free One-step Patch Pruning with Lightweight Convnets
for Faster Inference",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXIII: 110-128",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155525"}
@inproceedings{bb159662,
AUTHOR = "Fang, G. and Ma, X. and Mi, M.B. and Wang, X.C.",
TITLE = "Isomorphic Pruning for Vision Models",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXX: 232-250",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155526"}
@inproceedings{bb159663,
AUTHOR = "Han, R. and Tang, J.L.",
TITLE = "Straightforward Layer-wise Pruning for More Efficient Visual Adaptation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXII: 236-252",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155527"}
@inproceedings{bb159664,
AUTHOR = "Shim, K. and Yun, J. and Choi, S.",
TITLE = "SNP: Structured Neuron-level Pruning to Preserve Attention Scores",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXII: 90-104",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155528"}
@inproceedings{bb159665,
AUTHOR = "Ding, R. and Su, L. and Ding, A.A. and Fei, Y.",
TITLE = "Non-transferable Pruning",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXVI: 375-393",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155529"}
@inproceedings{bb159666,
AUTHOR = "Wu, J. and Harandi, M.",
TITLE = "Scissorhands: Scrub Data Influence via Connection Sensitivity in
Networks",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XLVII: 367-384",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155530"}
@inproceedings{bb159667,
AUTHOR = "Nor Azman, M.N.A. and Sheikh, U.U. and Mohammed, M.S. and Sirkunan, J. and Marsono, M.N.",
TITLE = "Correlation-Aware Joint Pruning-Quantization using Graph Neural
Networks",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1403-1409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155531"}
@inproceedings{bb159668,
AUTHOR = "Castells, T. and Song, H.K. and Kim, B.K. and Choi, S.",
TITLE = "LD-Pruner: Efficient Pruning of Latent Diffusion Models using
Task-Agnostic Insights",
BOOKTITLE = EDGE24,
YEAR = "2024",
PAGES = "821-830",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155532"}
@inproceedings{bb159669,
AUTHOR = "Ganjdanesh, A. and Gao, S.Q. and Huang, H.",
TITLE = "Jointly Training and Pruning CNNs via Learnable Agent Guidance and
Alignment",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "16058-16069",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155533"}
@inproceedings{bb159670,
AUTHOR = "Iurada, L. and Ciccone, M. and Tommasi, T.",
TITLE = "Finding Lottery Tickets in Vision Models via Data-Driven Spectral
Foresight Pruning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "16142-16151",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155534"}
@inproceedings{bb159671,
AUTHOR = "Wu, X. and Gao, S.Q. and Zhang, Z. and Li, Z.Z. and Bao, R. and Zhang, Y. and Wang, X.Q. and Huang, H.",
TITLE = "Auto- Train-Once: Controller Network Guided Automatic Network Pruning
from Scratch",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "16163-16173",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155535"}
@inproceedings{bb159672,
AUTHOR = "Ilhan, F. and Su, G. and Tekin, S.F. and Huang, T. and Hu, S. and Liu, L.",
TITLE = "Resource- Efficient Transformer Pruning for Finetuning of Large
Models",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "16206-16215",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155536"}
@inproceedings{bb159673,
AUTHOR = "Yu, Z.Y. and Shen, L. and Ding, L. and Tian, X. and Chen, Y.X. and Tao, D.C.",
TITLE = "Sheared Backpropagation for Fine-Tuning Foundation Models",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "5883-5892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155537"}
@inproceedings{bb159674,
AUTHOR = "Geng, X.Y. and Wang, J.M. and Gong, J.W. and Xue, Y.R. and Xu, J. and Chen, F.L. and Huang, X.L.",
TITLE = "OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and
Pruning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "6037-6046",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155538"}
@inproceedings{bb159675,
AUTHOR = "Gao, S.Q. and Li, J. and Zhang, Z. and Zhang, Y. and Cai, W.D. and Huang, H.",
TITLE = "Device-Wise Federated Network Pruning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12342-12352",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155539"}
@inproceedings{bb159676,
AUTHOR = "Mitra, P. and Schwalbe, G. and Klein, N.",
TITLE = "Investigating Calibration and Corruption Robustness of Post-hoc
Pruned Perception CNNs: An Image Classification Benchmark Study",
BOOKTITLE = SAIAD24,
YEAR = "2024",
PAGES = "3542-3552",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155540"}
@inproceedings{bb159677,
AUTHOR = "Wang, H.J. and Wu, Y.Y. and Chen, S.T.",
TITLE = "Enhancing Targeted Attack Transferability via Diversified Weight
Pruning",
BOOKTITLE = AML24,
YEAR = "2024",
PAGES = "2904-2914",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155541"}
@inproceedings{bb159678,
AUTHOR = "Agarwal, P. and Mathew, M. and Patel, K.R. and Tripathi, V. and Swami, P.",
TITLE = "Prune Efficiently by Soft Pruning",
BOOKTITLE = ECVW24,
YEAR = "2024",
PAGES = "2210-2217",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155542"}
@inproceedings{bb159679,
AUTHOR = "Frickenstein, L. and Mori, P. and Sampath, S.B. and Thoma, M. and Fasfous, N. and Vemparala, M.R. and Frickenstein, A. and Unger, C. and Passerone, C. and Stechele, W.",
TITLE = "Pruning as a Binarization Technique",
BOOKTITLE = ECVW24,
YEAR = "2024",
PAGES = "2131-2140",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155543"}
@inproceedings{bb159680,
AUTHOR = "Huang, H. and Zhuang, W.M. and Chen, C. and Lyu, L.",
TITLE = "FedMef: Towards Memory-Efficient Federated Dynamic Pruning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "27538-27547",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155544"}
@inproceedings{bb159681,
AUTHOR = "Sun, X.L. and Shi, H.",
TITLE = "Towards Better Structured Pruning Saliency by Reorganizing
Convolution",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2193-2203",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155545"}
@inproceedings{bb159682,
AUTHOR = "Lee, D. and Lee, E. and Hwang, Y.",
TITLE = "Pruning from Scratch via Shared Pruning Module and Nuclear norm-based
Regularization",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1382-1391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155546"}
@inproceedings{bb159683,
AUTHOR = "Kim, M. and Gao, S.Q. and Hsu, Y.C. and Shen, Y.L. and Jin, H.X.",
TITLE = "Token Fusion: Bridging the Gap between Token Pruning and Token
Merging",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1372-1381",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155547"}
@inproceedings{bb159684,
AUTHOR = "Gupta, A. and Bau, T. and Kim, J.S. and Zhu, Z. and Jha, S. and Garud, H.",
TITLE = "Torque based Structured Pruning for Deep Neural Network",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2699-2708",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155548"}
@inproceedings{bb159685,
AUTHOR = "Ding, S.W. and Zhang, L. and Pan, M. and Yuan, X.Y.",
TITLE = "PATROL: Privacy-Oriented Pruning for Collaborative Inference Against
Model Inversion Attacks",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4704-4713",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155549"}
@inproceedings{bb159686,
AUTHOR = "Glandorf, P. and Kaiser, T. and Rosenhahn, B.",
TITLE = "HyperSparse Neural Networks: Shifting Exploration to Exploitation
through Adaptive Regularization",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1226-1235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155550"}
@inproceedings{bb159687,
AUTHOR = "Peters, J. and Fournarakis, M. and Nagel, M. and van Baalen, M. and Blankevoort, T.",
TITLE = "QBitOpt: Fast and Accurate Bitwidth Reallocation during Training",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1274-1283",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155551"}
@inproceedings{bb159688,
AUTHOR = "Jordao, A. and de Araujo, G. and de Almeida Maia, H. and Pedrini, H.",
TITLE = "When Layers Play the Lottery, all Tickets Win at Initialization",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1196-1205",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155552"}
@inproceedings{bb159689,
AUTHOR = "Spadaro, G. and Renzulli, R. and Bragagnolo, A. and Giraldo, J.H. and Fiandrotti, A. and Grangetto, M. and Tartaglione, E.",
TITLE = "Shannon Strikes Again! Entropy-based Pruning in Deep Neural Networks
for Transfer Learning under Extreme Memory and Computation Budgets",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1510-1514",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155553"}
@inproceedings{bb159690,
AUTHOR = "Nahon, R. and Nguyen, V.T. and Tartaglione, E.",
TITLE = "Mining bias-target Alignment from Voronoi Cells",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4923-4932",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155554"}
@inproceedings{bb159691,
AUTHOR = "Li, Z.Y. and Tartaglione, E. and Nguyen, V.T.",
TITLE = "SCoTTi: Save Computation at Training Time with an adaptive framework",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1435-1444",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155555"}
@inproceedings{bb159692,
AUTHOR = "Liao, Z. and Quetu, V. and Nguyen, V.T. and Tartaglione, E.",
TITLE = "Can Unstructured Pruning Reduce the Depth in Deep Neural Networks?",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1394-1398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155556"}
@inproceedings{bb159693,
AUTHOR = "Kumar, A. and Anand, K. and Mandloi, S. and Mishra, A. and Thakur, A. and Kasera, N. and Prathosh, A.P.",
TITLE = "CoroNetGAN: Controlled Pruning of GANs via Hypernetworks",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1254-1263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155557"}
@inproceedings{bb159694,
AUTHOR = "Miles, R. and Mikolajczyk, K.",
TITLE = "Reconstructing Pruned Filters using Cheap Spatial Transformations",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1236-1244",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155558"}
@inproceedings{bb159695,
AUTHOR = "Gao, S.Q. and Zhang, Z. and Zhang, Y. and Huang, F.H. and Huang, H.",
TITLE = "Structural Alignment for Network Pruning through Partial
Regularization",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17356-17366",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155559"}
@inproceedings{bb159696,
AUTHOR = "Li, Y.Q. and van Gemert, J.C. and Hoefler, T. and Moons, B. and Eleftheriou, E. and Verhoef, B.E.",
TITLE = "Differentiable Transportation Pruning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16911-16921",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155560"}
@inproceedings{bb159697,
AUTHOR = "Zhang, L. and Wang, Z.B. and Dong, X.W. and Feng, Y.H. and Pang, X.Y. and Zhang, Z.F. and Ren, K.",
TITLE = "Towards Fairness-aware Adversarial Network Pruning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5145-5154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155561"}
@inproceedings{bb159698,
AUTHOR = "Kohama, H. and Minoura, H. and Hirakawa, T. and Yamashita, T. and Fujiyoshi, H.",
TITLE = "Single-Shot Pruning for Pre-trained Models: Rethinking the Importance
of Magnitude Pruning",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1425-1434",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155562"}
@inproceedings{bb159699,
AUTHOR = "Chen, W.X. and Yang, Q.Q.",
TITLE = "Efficient Pruning Method for Learned Lossy Image Compression Models
Based on Side Information",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "3464-3468",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155563"}
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