@article{bb143000, AUTHOR = "Agarwal, N. and Balasubramanian, V.N. and Jawahar, C.V.", TITLE = "Improving multiclass classification by deep networks using DAGSVM and Triplet Loss", JOURNAL = PRL, VOLUME = "112", YEAR = "2018", PAGES = "184-190", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT138992"} @article{bb143001, AUTHOR = "Bazi, Y. and Rahhal, M.M.A. and Alhichri, H. and Alajlan, N.", TITLE = "Simple Yet Effective Fine-Tuning of Deep CNNs Using an Auxiliary Classification Loss for Remote Sensing Scene Classification", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT138993"} @article{bb143002, AUTHOR = "Yuan, Q.Y. and Xiao, N.F.", TITLE = "Experimental exploration on loss surface of deep neural network", JOURNAL = IJIST, VOLUME = "30", YEAR = "2020", NUMBER = "4", PAGES = "860-873", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT138994"} @article{bb143003, AUTHOR = "Yan, Y. and Hao, H. and Xu, B. and Zhao, J. and Shen, F.", TITLE = "Image Clustering via Deep Embedded Dimensionality Reduction and Probability-Based Triplet Loss", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "5652-5661", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT138995"} @article{bb143004, AUTHOR = "Li, C.J. and Qu, Z. and Wang, S.Y. and Liu, L.", TITLE = "A method of cross-layer fusion multi-object detection and recognition based on improved faster R-CNN model in complex traffic environment", JOURNAL = PRL, VOLUME = "145", YEAR = "2021", PAGES = "127-134", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT138996"} @article{bb143005, AUTHOR = "Seo, H. and Bassenne, M. and Xing, L.", TITLE = "Closing the Gap Between Deep Neural Network Modeling and Biomedical Decision-Making Metrics in Segmentation via Adaptive Loss Functions", JOURNAL = MedImg, VOLUME = "40", YEAR = "2021", NUMBER = "2", MONTH = "February", PAGES = "585-593", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT138997"} @article{bb143006, AUTHOR = "Martinez Cortes, T. and Gonzalez Diaz, I. and Diaz de Maria, F.", TITLE = "Training deep retrieval models with noisy datasets: Bag exponential loss", JOURNAL = PR, VOLUME = "112", YEAR = "2021", PAGES = "107811", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT138998"} @article{bb143007, AUTHOR = "Zadeh, S.G. and Schmid, M.", TITLE = "Bias in Cross-Entropy-Based Training of Deep Survival Networks", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "9", MONTH = "September", PAGES = "3126-3137", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT138999"} @article{bb143008, AUTHOR = "Tian, Y. and Dong, Y.X. and Yin, G.S.", TITLE = "Early Labeled and Small Loss Selection Semi-Supervised Learning Method for Remote Sensing Image Scene Classification", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "20", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139000"} @article{bb143009, AUTHOR = "Deng, W. and Zheng, L. and Sun, Y. and Jiao, J.", TITLE = "Rethinking Triplet Loss for Domain Adaptation", JOURNAL = CirSysVideo, VOLUME = "31", YEAR = "2021", NUMBER = "1", MONTH = "January", PAGES = "29-37", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139001"} @article{bb143010, AUTHOR = "Lyu, S.W. and Fan, Y.B. and Ying, Y.M. and Hu, B.G.", TITLE = "Average Top-k Aggregate Loss for Supervised Learning", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "1", MONTH = "January", PAGES = "76-86", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139002"} @article{bb143011, AUTHOR = "Cao, Y.Z. and Liu, S.Q. and Xu, Y.T.", TITLE = "Multi-complementary and unlabeled learning for arbitrary losses and models", JOURNAL = PR, VOLUME = "124", YEAR = "2022", PAGES = "108447", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139003"} @article{bb143012, AUTHOR = "Zhang, Z.X. and Luo, C.C. and Wu, H.P. and Chen, Y.T. and Wang, N.Y. and Song, C.F.", TITLE = "From Individual to Whole: Reducing Intra-class Variance by Feature Aggregation", JOURNAL = IJCV, VOLUME = "130", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "800-819", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139004"} @article{bb143013, AUTHOR = "Murasaki, K. and Ando, S. and Shimamura, J.", TITLE = "Semi-Supervised Representation Learning via Triplet Loss Based on Explicit Class Ratio of Unlabeled Data", JOURNAL = IEICE, VOLUME = "E105-D", YEAR = "2022", NUMBER = "4", MONTH = "April", PAGES = "778-784", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139005"} @article{bb143014, AUTHOR = "Yan, C. and Pang, G.S. and Bai, X. and Liu, C.H. and Ning, X. and Gu, L. and Zhou, J.", TITLE = "Beyond Triplet Loss: Person Re-Identification With Fine-Grained Difference-Aware Pairwise Loss", JOURNAL = MultMed, VOLUME = "24", YEAR = "2022", PAGES = "1665-1677", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139006"} @article{bb143015, AUTHOR = "Wu, S.K. and Yang, J.R. and Wang, X.G. and Li, X.P.", TITLE = "IoU-Balanced loss functions for single-stage object detection", JOURNAL = PRL, VOLUME = "156", YEAR = "2022", PAGES = "96-103", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139007"} @article{bb143016, AUTHOR = "Mehta, D. and Chen, T.R. and Tang, T.T. and Hauenstein, J.D.", TITLE = "The Loss Surface of Deep Linear Networks Viewed Through the Algebraic Geometry Lens", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "5664-5680", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139008"} @article{bb143017, AUTHOR = "Zhang, Q. and Yang, J.B. and Zhang, X.W. and Cao, T.Y.", TITLE = "SO-softmax loss for discriminable embedding learning in CNNs", JOURNAL = PR, VOLUME = "131", YEAR = "2022", PAGES = "108877", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139009"} @article{bb143018, AUTHOR = "Oner, D. and Kozinski, M. and Citraro, L. and Dadap, N.C. and Konings, A.G. and Fua, P.", TITLE = "Promoting Connectivity of Network-Like Structures by Enforcing Region Separation", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "5401-5413", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139010"} @article{bb143019, AUTHOR = "Yao, Q.M. and Yang, H. and Hu, E.L. and Kwok, J.T.", TITLE = "Efficient Low-Rank Semidefinite Programming With Robust Loss Functions", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "10", MONTH = "October", PAGES = "6153-6168", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139011"} @article{bb143020, AUTHOR = "Marchetti, F. and Guastavino, S. and Piana, M. and Campi, C.", TITLE = "Score-Oriented Loss (SOL) functions", JOURNAL = PR, VOLUME = "132", YEAR = "2022", PAGES = "108913", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139012"} @article{bb143021, AUTHOR = "Clough, J.R. and Byrne, N. and Oksuz, I. and Zimmer, V.A. and Schnabel, J.A. and King, A.P.", TITLE = "A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "8766-8778", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139013"} @article{bb143022, AUTHOR = "Charte, D. and Charte, F. and Herrera, F.", TITLE = "Reducing Data Complexity Using Autoencoders With Class-Informed Loss Functions", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "9549-9560", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139014"} @article{bb143023, AUTHOR = "Wu, H.X. and Shen, F. and Zhu, J.Q. and Zeng, H.Q. and Zhu, X.B. and Lei, Z.", TITLE = "A sample-proxy dual triplet loss function for object re-identification", JOURNAL = IET-IPR, VOLUME = "16", YEAR = "2022", NUMBER = "14", PAGES = "3781-3789", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139015"} @article{bb143024, AUTHOR = "Akbari, A. and Awais, M. and Fatemifar, S. and Kittler, J.V.", TITLE = "Deep Order-Preserving Learning With Adaptive Optimal Transport Distance", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "1", MONTH = "January", PAGES = "313-328", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139016"} @article{bb143025, AUTHOR = "Elezi, I. and Seidenschwarz, J. and Wagner, L. and Vascon, S. and Torcinovich, A. and Pelillo, M. and Leal Taixe, L.", TITLE = "The Group Loss++: A Deeper Look Into Group Loss for Deep Metric Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "2", MONTH = "February", PAGES = "2505-2518", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139017"} @article{bb143026, AUTHOR = "Li, L. and Spratling, M.W.", TITLE = "Understanding and combating robust overfitting via input loss landscape analysis and regularization", JOURNAL = PR, VOLUME = "136", YEAR = "2023", PAGES = "109229", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139018"} @article{bb143027, AUTHOR = "Liu, G.Q. and Bai, L. and Li, J.L. and Li, X.S. and Ru, L.Y. and Chang, B.F.", TITLE = "Dynamically adaptive adjustment loss function biased towards few-class learning", JOURNAL = IET-IPR, VOLUME = "17", YEAR = "2023", NUMBER = "2", PAGES = "627-635", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139019"} @article{bb143028, AUTHOR = "Tang, H. and Zhao, G. and Wu, Y.X. and Qian, X.M.", TITLE = "Multisample-Based Contrastive Loss for Top-K Recommendation", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", NUMBER = "", PAGES = "339-351", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139020"} @article{bb143029, AUTHOR = "Patterson, A. and Liao, V. and White, M.", TITLE = "Robust Losses for Learning Value Functions", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "5", MONTH = "May", PAGES = "6157-6167", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139021"} @article{bb143030, AUTHOR = "Wang, L. and Zhou, M. and Niu, Z.X. and Zhang, Q.L. and Zheng, N.N.", TITLE = "Adaptive Ladder Loss for Learning Coherent Visual-Semantic Embedding", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "1133-1147", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139022"} @article{bb143031, AUTHOR = "Choi, S.M. and Lee, S.I. and Lee, J.Y. and Kweon, I.S.", TITLE = "Semantic-guided de-attention with sharpened triplet marginal loss for visual place recognition", JOURNAL = PR, VOLUME = "141", YEAR = "2023", PAGES = "109645", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139023"} @article{bb143032, AUTHOR = "Zhou, X. and Liu, X.M. and Zhai, D. and Jiang, J.J. and Ji, X.Y.", TITLE = "Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "7", MONTH = "July", PAGES = "8094-8109", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139024"} @article{bb143033, AUTHOR = "Zhang, K. and Song, C.Y. and Qiu, L.P.", TITLE = "Self-paced deep clustering with learning loss", JOURNAL = PRL, VOLUME = "171", YEAR = "2023", PAGES = "8-14", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139025"} @article{bb143034, AUTHOR = "Hu, S. and Wang, X. and Lyu, S.W.", TITLE = "Rank-Based Decomposable Losses in Machine Learning: A Survey", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "11", MONTH = "November", PAGES = "13599-13620", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139026"} @article{bb143035, AUTHOR = "Raymond, C. and Chen, Q. and Xue, B. and Zhang, M.J.", TITLE = "Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "11", MONTH = "November", PAGES = "13699-13714", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139027"} @article{bb143036, AUTHOR = "Luo, M.J. and Min, W.Q. and Wang, Z.L. and Song, J.J. and Jiang, S.Q.", TITLE = "Ingredient Prediction via Context Learning Network with Class-Adaptive Asymmetric Loss", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "5509-5523", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139028"} @article{bb143037, AUTHOR = "Wang, G.Z. and Guo, Y.Y. and Xu, Z.W. and Wong, Y.K. and Kankanhalli, M.S.", TITLE = "Semantic-Aware Triplet Loss for Image Classification", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "4563-4572", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139029"} @article{bb143038, AUTHOR = "Jiang, S.W. and Li, J.A. and Zhang, J.Z. and Wang, Y. and Xu, T.F.", TITLE = "Dynamic Loss for Robust Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "12", MONTH = "December", PAGES = "14420-14434", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139030"} @article{bb143039, AUTHOR = "Wang, H.J. and Shao, Y.", TITLE = "Fast generalized ramp loss support vector machine for pattern classification", JOURNAL = PR, VOLUME = "146", YEAR = "2024", PAGES = "109987", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139031"} @article{bb143040, AUTHOR = "Liu, Y.B. and Shan, W. and Wang, X. and Xiao, Z. and Geng, L. and Zhang, F. and Du, D.D. and Pang, Y.W.", TITLE = "Cross-scale contrastive triplet networks for graph representation learning", JOURNAL = PR, VOLUME = "145", YEAR = "2024", PAGES = "109907", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139032"} @article{bb143041, AUTHOR = "Zhang, S.Q. and Li, C.L. and Jia, Z. and Liu, L. and Zhang, Z. and Wang, L.", TITLE = "Diag-IoU Loss for Object Detection", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "12", MONTH = "December", PAGES = "7671-7683", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139033"} @article{bb143042, AUTHOR = "Wu, T.T. and Ding, X. and Zhang, H. and Gao, J.L. and Tang, M.J. and Du, L. and Qin, B. and Liu, T.", TITLE = "DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "1957-1968", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139034"} @article{bb143043, AUTHOR = "Li, X. and Yu, J. and Jiang, S.C. and Lu, H.C. and Li, Z.Y.", TITLE = "MSViT: Training Multiscale Vision Transformers for Image Retrieval", JOURNAL = MultMed, VOLUME = "26", YEAR = "2024", PAGES = "2809-2823", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139035"} @article{bb143044, AUTHOR = "Wang, X.S. and Li, Y.H. and Zhang, X.L.", TITLE = "Improved triplet loss for domain adaptation", JOURNAL = IET-CV, VOLUME = "18", YEAR = "2024", NUMBER = "1", PAGES = "84-96", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139036"} @inproceedings{bb143045, AUTHOR = "Wang, Z. and Yang, W.B. and Liu, Z.S. and Ni, J.C. and Chen, Q. and Jia, Z.", TITLE = "The Oil and Water Separation Phenomenon Inspired Loss for Feature Learning", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "1510-1514", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139037"} @inproceedings{bb143046, AUTHOR = "Fang, F. and Hoang, N.M. and Xu, Q.L. and Lim, J.H.", TITLE = "Data Augmentation Using Corner CutMix and an Auxiliary Self-Supervised Loss", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "830-834", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139038"} @inproceedings{bb143047, AUTHOR = "Aburaed, N. and Alkhatib, M.Q. and Marshall, S. and Zabalza, J. and Al Ahmad, H.", TITLE = "Bayesian Hybrid Loss for Hyperspectral SISR Using 3D Wide Residual CNN", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "2115-2119", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139039"} @inproceedings{bb143048, AUTHOR = "Uyanik, K. and Yeganli, S.F. and Bajic, I.V.", TITLE = "Grad-FEC: Unequal Loss Protection of Deep Features in Collaborative Intelligence", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "3140-3144", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139040"} @inproceedings{bb143049, AUTHOR = "Yu, Y. and Xu, C.Z.", TITLE = "Efficient Loss Function by Minimizing the Detrimental Effect of Floating-Point Errors on Gradient-Based Attacks", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "4056-4066", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139041"} @inproceedings{bb143050, AUTHOR = "Bueno Benito, E.B. and Vecino, B.T. and Dimiccoli, M.", TITLE = "Leveraging triplet loss for unsupervised action segmentation", BOOKTITLE = L3D-IVU23, YEAR = "2023", PAGES = "4922-4930", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139042"} @inproceedings{bb143051, AUTHOR = "Puttagunta, R.S. and Li, Z. and Bhattacharyya, S. and York, G.", TITLE = "Appearance Label Balanced Triplet Loss for Multi-modal Aerial View Object Classification", BOOKTITLE = PBVS23, YEAR = "2023", PAGES = "534-542", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139043"} @inproceedings{bb143052, AUTHOR = "Yang, R. and Vo, D.M. and Nakayama, H.", TITLE = "Indirect Adversarial Losses via an Intermediate Distribution for Training GANs", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "4641-4650", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139044"} @inproceedings{bb143053, AUTHOR = "Ghosh, A. and Shanmugalingam, K. and Lin, W.Y.", TITLE = "Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "4829-4838", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139045"} @inproceedings{bb143054, AUTHOR = "Croitoru, F.A. and Grigore, D.N. and Ionescu, R.T.", TITLE = "Discriminability-enforcing loss to improve representation learning", BOOKTITLE = ECV22, YEAR = "2022", PAGES = "2597-2601", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139046"} @inproceedings{bb143055, AUTHOR = "Patel, Y. and Tolias, G. and Matas, J.G.", TITLE = "Recall@k Surrogate Loss with Large Batches and Similarity Mixup", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "7492-7501", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139047"} @inproceedings{bb143056, AUTHOR = "Li, H. and Fu, T.W. and Dai, J.F. and Li, H.S. and Huang, G. and Zhu, X.Z.", TITLE = "AutoLoss-Zero: Searching Loss Functions from Scratch for Generic Tasks", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "999-1008", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139048"} @inproceedings{bb143057, AUTHOR = "Hebbalaguppe, R. and Prakash, J. and Madan, N. and Arora, C.", TITLE = "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "16060-16069", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139049"} @inproceedings{bb143058, AUTHOR = "Han, D. and Yoo, J.W. and Oh, D.", TITLE = "SeeThroughNet: Resurrection of Auxiliary Loss by Preserving Class Probability Information", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "4453-4462", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139050"} @inproceedings{bb143059, AUTHOR = "Chen, Y.M. and Deligiannis, N.", TITLE = "Locally Accumulated Adam For Distributed Training With Sparse Updates", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "2395-2399", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139051"} @inproceedings{bb143060, AUTHOR = "Abrahamyan, L. and Ziatchin, V. and Chen, Y.M. and Deligiannis, N.", TITLE = "Bias Loss for Mobile Neural Networks", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "6536-6546", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139052"} @inproceedings{bb143061, AUTHOR = "Scott, T.R. and Gallagher, A.C. and Mozer, M.C.", TITLE = "von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "10592-10602", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139053"} @inproceedings{bb143062, AUTHOR = "Warburg, F. and Jorgensen, M. and Civera, J. and Hauberg, S.", TITLE = "Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "12138-12148", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139054"} @inproceedings{bb143063, AUTHOR = "Ranasinghe, K. and Naseer, M. and Hayat, M. and Khan, S. and Khan, F.S.", TITLE = "Orthogonal Projection Loss", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "12313-12323", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139055"} @inproceedings{bb143064, AUTHOR = "Samuel, D. and Chechik, G.", TITLE = "Distributional Robustness Loss for Long-tail Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9475-9484", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139056"} @inproceedings{bb143065, AUTHOR = "Mullapudi, R.T. and Poms, F. and Mark, W.R. and Ramanan, D. and Fatahalian, K.", TITLE = "Learning Rare Category Classifiers on a Tight Labeling Budget", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "8403-8412", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139057"} @inproceedings{bb143066, AUTHOR = "Yu, N. and Liu, G.L. and Dundar, A. and Tao, A. and Catanzaro, B. and Davis, L.S. and Fritz, M.", TITLE = "Dual Contrastive Loss and Attention for GANs", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "6711-6722", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139058"} @inproceedings{bb143067, AUTHOR = "Yuan, Z.N. and Yan, Y. and Sonka, M. and Yang, T.B.", TITLE = "Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "3020-3029", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139059"} @inproceedings{bb143068, AUTHOR = "Wang, C.F. and Xiao, J. and Han, Y.Z. and Yang, Q. and Song, S. and Huang, G.", TITLE = "Towards Learning Spatially Discriminative Feature Representations", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "1306-1315", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139060"} @inproceedings{bb143069, AUTHOR = "Ridnik, T. and Ben Baruch, E. and Zamir, N. and Noy, A. and Friedman, I. and Protter, M. and Zelnik Manor, L.", TITLE = "Asymmetric Loss For Multi-Label Classification", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "82-91", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139061"} @inproceedings{bb143070, AUTHOR = "Peeples, J. and McCurley, C.H. and Walker, S. and Stewart, D. and Zare, A.", TITLE = "Learnable Adaptive Cosine Estimator (LACE) for Image Classification", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "3757-3767", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139062"} @inproceedings{bb143071, AUTHOR = "Ho, K. and Keuper, J. and Pfreundt, F.J. and Keuper, M.", TITLE = "Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "87-94", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139063"} @inproceedings{bb143072, AUTHOR = "Wang, S. and Guo, X. and Tie, Y. and Qi, L. and Guan, L.", TITLE = "Discriminative Patch Descriptor Learning With Focal Triplet Loss Function", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "3567-3571", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139064"} @inproceedings{bb143073, AUTHOR = "Liu, Y.F. and Chen, H. and Chen, Y. and Yin, W. and Shen, C.H.", TITLE = "Generic Perceptual Loss for Modeling Structured Output Dependencies", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "5420-5428", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139065"} @inproceedings{bb143074, AUTHOR = "Yang, M.X. and Li, Y.F. and Huang, Z.Y. and Liu, Z.T. and Hu, P. and Peng, X.", TITLE = "Partially View-aligned Representation Learning with Noise-robust Contrastive Loss", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "1134-1143", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139066"} @inproceedings{bb143075, AUTHOR = "Wang, F. and Liu, H.P.", TITLE = "Understanding the Behaviour of Contrastive Loss", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "2495-2504", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139067"} @inproceedings{bb143076, AUTHOR = "Draxler, F. and Schwarz, J. and Schnorr, C. and Kothe, U.", TITLE = "Characterizing the Role of a Single Coupling Layer in Affine Normalizing Flows", BOOKTITLE = GCPR20, YEAR = "2020", PAGES = "1-14", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139068"} @inproceedings{bb143077, AUTHOR = "Kobayashi, T.", TITLE = "Group Softmax Loss with Discriminative Feature Grouping", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "2614-2623", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139069"} @inproceedings{bb143078, AUTHOR = "Chan, C.H. and Kittler, J.V.", TITLE = "Angular Sparsemax for Face Recognition", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "10473-10479", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139070"} @inproceedings{bb143079, AUTHOR = "Bechtle, S. and Molchanov, A. and Chebotar, Y. and Grefenstette, E. and Righetti, L. and Sukhatme, G. and Meier, F.", TITLE = "Meta Learning via Learned Loss", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "4161-4168", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139071"} @inproceedings{bb143080, AUTHOR = "Liu, L.L. and Wang, M.Z. and Deng, J.", TITLE = "A Unified Framework of Surrogate Loss by Refactoring and Interpolation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "III:278-293", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139072"} @inproceedings{bb143081, AUTHOR = "Zhu, Z. and Wang, H.", TITLE = "Deep Adversarial Active Learning With Model Uncertainty For Image Classification", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "1711-1715", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139073"} @inproceedings{bb143082, AUTHOR = "Wang, Q. and Zhang, L. and Wu, B. and Ren, D. and Li, P. and Zuo, W. and Hu, Q.", TITLE = "What Deep CNNs Benefit From Global Covariance Pooling: An Optimization Perspective", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "10768-10777", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139074"} @inproceedings{bb143083, AUTHOR = "Cacheux, Y.L. and Borgne, H.L. and Crucianu, M.", TITLE = "Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "10332-10341", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139075"} @inproceedings{bb143084, AUTHOR = "Yang, Z.B. and Bastan, M. and Zhu, X.L. and Gray, D. and Samaras, D.", TITLE = "Hierarchical Proxy-based Loss for Deep Metric Learning", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "449-458", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139076"} @inproceedings{bb143085, AUTHOR = "Zhao, X. and Qi, H. and Luo, R. and Davis, L.", TITLE = "A Weakly Supervised Adaptive Triplet Loss for Deep Metric Learning", BOOKTITLE = Fashion19, YEAR = "2019", PAGES = "3177-3180", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139077"} @inproceedings{bb143086, AUTHOR = "Qian, Q. and Shang, L. and Sun, B. and Hu, J. and Tacoma, T. and Li, H. and Jin, R.", TITLE = "SoftTriple Loss: Deep Metric Learning Without Triplet Sampling", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "6449-6457", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139078"} @inproceedings{bb143087, AUTHOR = "Yu, B. and Tao, D.", TITLE = "Deep Metric Learning With Tuplet Margin Loss", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "6489-6498", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139079"} @inproceedings{bb143088, AUTHOR = "Do, T.T. and Tran, T. and Reid, I.D. and Kumar, V. and Hoang, T. and Carneiro, G.", TITLE = "A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "10396-10405", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139080"} @inproceedings{bb143089, AUTHOR = "Yu, B.S. and Liu, T.L. and Gong, M.M. and Ding, C.X. and Tao, D.C.", TITLE = "Correcting the Triplet Selection Bias for Triplet Loss", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VI: 71-86", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139081"} @inproceedings{bb143090, AUTHOR = "Ge, W.F. and Huang, W.L. and Dong, D. and Scott, M.R.", TITLE = "Deep Metric Learning with Hierarchical Triplet Loss", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VI: 272-288", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139082"} @inproceedings{bb143091, AUTHOR = "Wan, W.T. and Zhong, Y.Y. and Li, T.P. and Chen, J.S.", TITLE = "Rethinking Feature Distribution for Loss Functions in Image Classification", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "9117-9126", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139083"} @inproceedings{bb143092, AUTHOR = "Qi, C. and Su, F.", TITLE = "Contrastive-center loss for deep neural networks", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "2851-2855", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139084"} @inproceedings{bb143093, AUTHOR = "Sajjadi, M. and Javanmardi, M. and Tasdizen, T.", TITLE = "Mutual exclusivity loss for semi-supervised deep learning", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "1908-1912", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139085"} @inproceedings{bb143094, AUTHOR = "Yoo, D.G. and Kweon, I.S.", TITLE = "Learning Loss for Active Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "93-102", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT139086"} @article{bb143095, AUTHOR = "Shaham, U. and Lederman, R.R.", TITLE = "Learning by coincidence: Siamese networks and common variable learning", JOURNAL = PR, VOLUME = "74", YEAR = "2018", NUMBER = "1", PAGES = "52-63", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652siam3.html#TT139087"} @article{bb143096, AUTHOR = "He, Z. and He, D.", TITLE = "Spatial-Adaptive Siamese Residual Network for Multi-/Hyperspectral Classification", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652siam3.html#TT139088"} @article{bb143097, AUTHOR = "Qin, Y. and Bruzzone, L. and Li, B.", TITLE = "Learning Discriminative Embedding for Hyperspectral Image Clustering Based on Set-to-Set and Sample-to-Sample Distances", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "1", MONTH = "January", PAGES = "473-485", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652siam3.html#TT139089"} @article{bb143098, AUTHOR = "Mukherjee, S. and Prasad, S.", TITLE = "A spatial-spectral semisupervised deep learning framework using siamese networks and angular loss", JOURNAL = CVIU, VOLUME = "194", YEAR = "2020", PAGES = "102943", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652siam3.html#TT139090"} @article{bb143099, AUTHOR = "Rao, M. and Tang, P. and Zhang, Z.", TITLE = "A Developed Siamese CNN with 3D Adaptive Spatial-Spectral Pyramid Pooling for Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652siam3.html#TT139091"}