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@article{bb31472, AUTHOR = "Xu, W.X. and Li, F.R. and Jiang, Y.Y. and Yong, A. and He, X.Y. and Wang, P.S. and Cheng, J.", TITLE = "Improving Extreme Low-Bit Quantization With Soft Threshold", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "1549-1563", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29850"} @article{bb31473, AUTHOR = "Ma, L. and Peng, P.X. and Chen, G.Y. and Zhao, Y.F. and Dong, S.W. and Tian, Y.H.", TITLE = "Picking Up Quantization Steps for Compressed Image Classification", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "1884-1898", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29851"} @article{bb31474, AUTHOR = "Zhu, X.S. and Song, J.K. and Gao, L.L. and Gu, X.Y. and Shen, H.T.", TITLE = "Revisiting Multi-Codebook Quantization", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "2399-2412", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29852"} @article{bb31475, AUTHOR = "Li, S.H. and Li, H. and Dai, W.R. and Li, C.L. and Zou, J. and Xiong, H.K.", TITLE = "Learned Progressive Image Compression With Dead-Zone Quantizers", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "6", MONTH = "June", PAGES = "2962-2978", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29853"} @article{bb31476, AUTHOR = "Qin, H.T. and Ding, Y. and Zhang, X.G. and Wang, J. and Liu, X.L. and Lu, J.W.", TITLE = "Diverse Sample Generation: Pushing the Limit of Generative Data-Free Quantization", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "10", MONTH = "October", PAGES = "11689-11706", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29854"} @inproceedings{bb31477, AUTHOR = "Zhang, X.G. and Qin, H.T. and Ding, Y.F. and Gong, R. and Yan, Q.H. and Tao, R.S. and Li, Y.H. and Yu, F.W. and Liu, X.L.", TITLE = "Diversifying Sample Generation for Accurate Data-Free Quantization", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "15653-15662", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29855"} @article{bb31478, AUTHOR = "Wang, M. and Zhou, W.G. and Yao, X. and Tian, Q. and Li, H.Q.", TITLE = "Towards Codebook-Free Deep Probabilistic Quantization for Image Retrieval", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "1", MONTH = "January", PAGES = "626-640", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29856"} @article{bb31479, AUTHOR = "Cheng, X. and Wang, J. and Wang, H. and Luo, X.Y. and Ma, B.", TITLE = "Quantization Step Estimation of Color Images Based on Res2Net-C With Frequency Clustering Prior Knowledge", JOURNAL = CirSysVideo, VOLUME = "34", YEAR = "2024", NUMBER = "1", MONTH = "January", PAGES = "632-646", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29857"} @article{bb31480, AUTHOR = "Du, Y.C. and Wang, M. and Zhou, W.G. and Li, H.Q.", TITLE = "Progressive Similarity Preservation Learning for Deep Scalable Product Quantization", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "3034-3045", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29858"} @article{bb31481, AUTHOR = "Senozan, H. and Soylu, B.", TITLE = "A flexible non-monotonic discretization method for pre-processing in supervised learning", JOURNAL = PRL, VOLUME = "181", YEAR = "2024", PAGES = "77-85", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29859"} @article{bb31482, AUTHOR = "Ge, Z.Q. and Ma, S.W. and Gao, W. and Pan, J.S. and Jia, C.M.", TITLE = "NLIC: Non-Uniform Quantization-Based Learned Image Compression", JOURNAL = CirSysVideo, VOLUME = "34", YEAR = "2024", NUMBER = "10", MONTH = "October", PAGES = "9647-9663", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29860"} @inproceedings{bb31483, AUTHOR = "Ge, Z.Q. and Jia, C.M. and Ma, S.W. and Gao, W.", TITLE = "NUCQ: Non-Uniform Conditional Quantization for Learned Image Compression", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "840-844", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29861"} @article{bb31484, AUTHOR = "Wang, Z.W. and Xiao, H. and Zhou, J. and Lu, J.W.", TITLE = "Learning Generalizable Mixed-Precision Quantization via Attribution Imitation", JOURNAL = IJCV, VOLUME = "132", YEAR = "2024", NUMBER = "11", MONTH = "November", PAGES = "5101-5123", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29862"} @inproceedings{bb31485, AUTHOR = "Wang, Z.W. and Xiao, H. and Lu, J.W. and Zhou, J.", TITLE = "Generalizable Mixed-Precision Quantization via Attribution Rank Preservation", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "5271-5280", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29863"} @article{bb31486, AUTHOR = "Luo, H. and Zhang, S.H. and Zhuang, Z. and Mai, J.J. and Tan, M.K. and Zhang, J.L.", TITLE = "Learning to Generate Diverse Data From a Temporal Perspective for Data-Free Quantization", JOURNAL = CirSysVideo, VOLUME = "34", YEAR = "2024", NUMBER = "10", MONTH = "October", PAGES = "9484-9498", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29864"} @article{bb31487, AUTHOR = "Ma, L. and Luo, X. and Hong, H.Y. and Meng, F.M. and Wu, Q.B.", TITLE = "Logit Variated Product Quantization Based on Parts Interaction and Metric Learning With Knowledge Distillation for Fine-Grained Image Retrieval", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "10406-10419", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29865"} @article{bb31488, AUTHOR = "Fesl, B. and Utschick, W.", TITLE = "Linear and Nonlinear MMSE Estimation in One-Bit Quantized Systems Under a Gaussian Mixture Prior", JOURNAL = SPLetters, VOLUME = "32", YEAR = "2025", PAGES = "361-365", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29866"} @article{bb31489, AUTHOR = "Xu, S. and Li, Y.J. and Liu, C.J. and Zhang, B.C.", TITLE = "Learning Accurate Low-bit Quantization towards Efficient Computational Imaging", JOURNAL = IJCV, VOLUME = "133", YEAR = "2025", NUMBER = "4", MONTH = "April", PAGES = "1611-1643", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29867"} @inproceedings{bb31490, AUTHOR = "Li, Y.H. and Kim, Y. and Lee, D.H. and Kundu, S. and Panda, P.", TITLE = "GENQ: Quantization in Low Data Regimes with Generative Synthetic Data", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "XIII: 216-235", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29868"} @inproceedings{bb31491, AUTHOR = "Kandala, H. and Gao, J.F. and Yang, J.W.", TITLE = "PIX2GIF: Motion-guided Diffusion for GIF Generation", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXXXV: 35-51", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29869"} @inproceedings{bb31492, AUTHOR = "Shang, Y.Z. and Liu, G. and Kompella, R.R. and Yan, Y.", TITLE = "Enhancing Post-Training Quantization Calibration Through Contrastive Learning", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "15921-15930", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29870"} @inproceedings{bb31493, AUTHOR = "Li, X.L. and Liu, B. and Yang, R.H. and Courville, V. and Xing, C. and Nia, V.P.", TITLE = "DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "16964-16974", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29871"} @inproceedings{bb31494, AUTHOR = "Colbert, I. and Pappalardo, A. and Petri Koenig, J.", TITLE = "A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "16943-16952", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29872"} @inproceedings{bb31495, AUTHOR = "Dong, P.J. and Li, L.J. and Wei, Z.M. and Niu, X. and Tian, Z.L. and Pan, H.Y.", TITLE = "EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17030-17040", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29873"} @inproceedings{bb31496, AUTHOR = "Jiang, S.Q. and Yuan, H. and Li, S. and Mao, X.L.", TITLE = "Fourier Series and Laplacian Noise-Based Quantization Error Compensation for End-to-End Learning-Based Image Compression", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "2975-2979", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29874"} @inproceedings{bb31497, AUTHOR = "Jeon, G.W. and Yu, S.E. and Lee, J.S.", TITLE = "Integer Quantized Learned Image Compression", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "2755-2759", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29875"} @inproceedings{bb31498, AUTHOR = "Qian, B. and Wang, Y. and Hong, R.C. and Wang, M.", TITLE = "Adaptive Data-Free Quantization", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "7960-7968", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29876"} @inproceedings{bb31499, AUTHOR = "Yvinec, E. and Dapogny, A. and Cord, M. and Bailly, K.", TITLE = "SPIQ: Data-Free Per-Channel Static Input Quantization", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "3858-3867", BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29877"}