Research graph
References from A survey of theory-grounded interpretability for deep neural networks. Local targets link to admitted publications; unresolved targets remain external evidence.
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10.1109/tsp.2006.881199
10.1109/tsp.2006.881199 · 2006 · External reference
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10.1109/icassp48485.2024.10447390
10.1109/icassp48485.2024.10447390 · External reference
10.1109/focs52979.2021.00098
10.1109/focs52979.2021.00098 · External reference
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10.1109/tnnls.2023.3250664
10.1109/tnnls.2023.3250664 · 2024 · External reference
10.1109/tim.2022.3188058
10.1109/tim.2022.3188058 · 2022 · External reference
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10.1016/j.inffus.2019.12.012
10.1016/j.inffus.2019.12.012 · 2020 · External reference
10.1017/s0962492921000027
10.1017/s0962492921000027 · 2021 · External reference
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10.52202/075280-0426
10.52202/075280-0426 · External reference
10.1007/s00422-022-00937-6
10.1007/s00422-022-00937-6 · 2022 · External reference
10.52202/068431-0479
10.52202/068431-0479 · 2022 · External reference
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10.24963/ijcai.2021/304
10.24963/ijcai.2021/304 · External reference
10.1109/tgrs.2021.3115501
10.1109/tgrs.2021.3115501 · 2022 · External reference
10.3390/electronics8080832
10.3390/electronics8080832 · External reference
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10.5220/0009885600890097
10.5220/0009885600890097 · External reference
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10.1109/tsp.2021.3087905
10.1109/tsp.2021.3087905 · 2021 · External reference
10.1016/j.neucom.2021.08.152
10.1016/j.neucom.2021.08.152 · 2022 · External reference
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10.1016/j.acha.2023.101595
10.1016/j.acha.2023.101595 · 2024 · External reference
10.1145/3459234
10.1145/3459234 · External reference
10.3389/fams.2018.00012
10.3389/fams.2018.00012 · External reference
10.3389/fams.2018.00014
10.3389/fams.2018.00014 · External reference
10.18653/v1/w19-4828
10.18653/v1/w19-4828 · External reference
10.1038/s41467-020-14578-5
10.1038/s41467-020-14578-5 · 2020 · External reference
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10.18653/v1/d19-1223
10.18653/v1/d19-1223 · External reference
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10.52202/068431-0762
10.52202/068431-0762 · External reference
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10.1002/cpa.20042
10.1002/cpa.20042 · 2004 · External reference
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10.1109/tpami.2022.3195658
10.1109/tpami.2022.3195658 · 2023 · External reference
10.1109/tip.2023.3240024
10.1109/tip.2023.3240024 · 2023 · External reference
10.1109/tpami.2023.3334624
10.1109/tpami.2023.3334624 · 2024 · External reference
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10.1109/tit.2006.871582
10.1109/tit.2006.871582 · 2006 · External reference
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10.1109/tsp.2021.3101979
10.1109/tsp.2021.3101979 · 2021 · External reference
10.1109/tip.2006.881969
10.1109/tip.2006.881969 · 2006 · External reference
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10.3389/frobt.2024.1444763
10.3389/frobt.2024.1444763 · 2024 · External reference
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10.1109/lgrs.2018.2823425
10.1109/lgrs.2018.2823425 · 2018 · External reference
10.1109/jproc.2020.3048020
10.1109/jproc.2020.3048020 · 2021 · External reference
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10.1002/widm.70075
10.1002/widm.70075 · External reference
10.1109/tnnls.2021.3083504
10.1109/tnnls.2021.3083504 · 2022 · External reference
10.1109/iccv.2019.00259
10.1109/iccv.2019.00259 · External reference
10.1007/s00530-023-01187-7
10.1007/s00530-023-01187-7 · 2023 · External reference
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10.1088/1742-5468/ab633c
10.1088/1742-5468/ab633c · 2020 · External reference
10.1016/j.physrep.2021.04.001
10.1016/j.physrep.2021.04.001 · 2021 · External reference
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2025 · External reference
10.1109/dsaa.2018.00018
10.1109/dsaa.2018.00018 · External reference
10.1109/tsp.2016.2546221
10.1109/tsp.2016.2546221 · 2016 · External reference
10.1109/tip.2023.3245323
10.1109/tip.2023.3245323 · 2023 · External reference
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2013 · External reference
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10.26599/bdma.2019.9020020
10.26599/bdma.2019.9020020 · 2020 · External reference
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10.1007/s12559-023-10179-8
10.1007/s12559-023-10179-8 · 2024 · External reference
10.1109/iccv.2015.123
10.1109/iccv.2015.123 · External reference
10.1109/cvpr.2016.90
10.1109/cvpr.2016.90 · External reference
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10.1109/tbdata.2021.3103213
10.1109/tbdata.2021.3103213 · 2022 · External reference
10.1016/j.compeleceng.2024.109246
10.1016/j.compeleceng.2024.109246 · 2024 · External reference
10.1109/tim.2023.3251408
10.1109/tim.2023.3251408 · 2023 · External reference
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10.1145/3789495
10.1145/3789495 · External reference
10.1109/tip.2022.3184845
10.1109/tip.2022.3184845 · 2022 · External reference
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10.1109/icassp43922.2022.9747857
10.1109/icassp43922.2022.9747857 · External reference
10.1561/0100000107
10.1561/0100000107 · External reference
10.1109/tqe.2023.3287736
10.1109/tqe.2023.3287736 · External reference
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10.1109/ojsp.2022.3172842
10.1109/ojsp.2022.3172842 · 2022 · External reference
10.1109/tci.2025.3539021
10.1109/tci.2025.3539021 · 2025 · External reference
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10.1038/s41586-021-03819-2
10.1038/s41586-021-03819-2 · 2021 · External reference
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10.1109/isbi.2014.6867805
10.1109/isbi.2014.6867805 · External reference
10.1109/ssp.2014.6884576
10.1109/ssp.2014.6884576 · External reference
10.1109/dicta.2012.6411709
10.1109/dicta.2012.6411709 · External reference
10.1109/embc.2015.7319342
10.1109/embc.2015.7319342 · External reference
10.2139/ssrn.5717358
10.2139/ssrn.5717358 · External reference
10.52202/079017-0184
10.52202/079017-0184 · External reference
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10.1109/iccv.2019.00164
10.1109/iccv.2019.00164 · External reference
10.1109/mits.2016.2583491
10.1109/mits.2016.2583491 · 2017 · External reference
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2025 · External reference
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10.1016/j.neunet.2024.106223
10.1016/j.neunet.2024.106223 · 2024 · External reference
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10.1038/44565
10.1038/44565 · 1999 · External reference
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10.1016/j.eng.2019.09.010
10.1016/j.eng.2019.09.010 · 2020 · External reference
10.1109/tci.2020.2964202
10.1109/tci.2020.2964202 · 2020 · External reference
10.1007/s10115-022-01756-8
10.1007/s10115-022-01756-8 · 2022 · External reference
10.1109/tgrs.2023.3279834
10.1109/tgrs.2023.3279834 · 2023 · External reference
10.1109/tcsvt.2024.3397012
10.1109/tcsvt.2024.3397012 · External reference
10.3390/e27040344
10.3390/e27040344 · External reference
10.1016/j.aei.2025.103991
10.1016/j.aei.2025.103991 · External reference
10.18653/v1/2024.blackboxnlp-1.19
10.18653/v1/2024.blackboxnlp-1.19 · External reference
10.3390/e23010018
10.3390/e23010018 · 2021 · External reference
10.1145/3233231
10.1145/3233231 · 2018 · External reference
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10.1103/prxquantum.3.030323
10.1103/prxquantum.3.030323 · External reference
10.52202/068431-0846
10.52202/068431-0846 · External reference
10.1038/s41467-023-40325-7
10.1038/s41467-023-40325-7 · 2023 · External reference
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10.1109/tip.2021.3069296
10.1109/tip.2021.3069296 · 2021 · External reference
10.1109/iccv.2019.01032
10.1109/iccv.2019.01032 · External reference
10.1109/cvpr52729.2023.01519
10.1109/cvpr52729.2023.01519 · External reference
10.1109/prai59366.2023.10331992
10.1109/prai59366.2023.10331992 · External reference
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10.52202/075280-2506
10.52202/075280-2506 · External reference
10.1145/1553374.1553463
10.1145/1553374.1553463 · External reference
10.52202/068431-0087
10.52202/068431-0087 · External reference
10.1109/tip.2020.3014729
10.1109/tip.2020.3014729 · 2020 · External reference
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10.1016/j.jcp.2022.111722
10.1016/j.jcp.2022.111722 · 2023 · External reference
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10.1016/j.neunet.2022.11.003
10.1016/j.neunet.2022.11.003 · 2023 · External reference
10.1109/cvpr52688.2022.01156
10.1109/cvpr52688.2022.01156 · External reference
10.1109/msp.2020.3016905
10.1109/msp.2020.3016905 · 2021 · External reference
10.1007/s11192-015-1765-5
10.1007/s11192-015-1765-5 · 2016 · External reference
10.1016/j.patcog.2016.11.008
10.1016/j.patcog.2016.11.008 · 2017 · External reference
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10.1073/pnas.1900654116
10.1073/pnas.1900654116 · 2019 · External reference
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10.1109/tit.2021.3065212
10.1109/tit.2021.3065212 · 2021 · External reference
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10.1038/381607a0
10.1038/381607a0 · External reference
10.1016/s0042-6989(97)00169-7
10.1016/s0042-6989(97)00169-7 · 1997 · External reference
10.1088/1742-5468/abf1f3
10.1088/1742-5468/abf1f3 · 2021 · External reference
10.1017/s1471068425100318
10.1017/s1471068425100318 · 2025 · External reference
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10.1109/wacv.2019.00092
10.1109/wacv.2019.00092 · External reference
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2017 · External reference
10.1109/msp.2018.2820224
10.1109/msp.2018.2820224 · 2018 · External reference
10.1109/taslp.2024.3358049
10.1109/taslp.2024.3358049 · 2024 · External reference
10.52202/068431-0683
10.52202/068431-0683 · External reference
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2024 · External reference
10.1016/j.isatra.2024.01.027
10.1016/j.isatra.2024.01.027 · 2024 · External reference
10.1109/tgrs.2024.3460105
10.1109/tgrs.2024.3460105 · 2024 · External reference
10.1109/jsen.2023.3332755
10.1109/jsen.2023.3332755 · 2024 · External reference
10.7554/elife.90069
10.7554/elife.90069 · External reference
10.1109/satml54575.2023.00039
10.1109/satml54575.2023.00039 · External reference
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10.1145/2939672.2939778
10.1145/2939672.2939778 · External reference
10.1017/9781009023405
10.1017/9781009023405 · 2022 · External reference
10.1007/s10851-019-00913-z
10.1007/s10851-019-00913-z · 2020 · External reference
10.1126/science.290.5500.2323
10.1126/science.290.5500.2323 · 2000 · External reference
10.1038/s42256-019-0048-x
10.1038/s42256-019-0048-x · 2019 · External reference
10.1016/j.compeleceng.2024.109370
10.1016/j.compeleceng.2024.109370 · 2024 · External reference
10.1016/j.knosys.2023.110273
10.1016/j.knosys.2023.110273 · 2023 · External reference
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10.52202/068431-2646
10.52202/068431-2646 · External reference
10.1093/imaiai/iaad023
10.1093/imaiai/iaad023 · 2023 · External reference
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2002 · External reference
10.1007/s11023-024-09682-0
10.1007/s11023-024-09682-0 · 2024 · External reference
10.1016/j.sigpro.2018.07.018
10.1016/j.sigpro.2018.07.018 · 2018 · External reference
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10.52202/075280-0715
10.52202/075280-0715 · External reference
10.18653/v1/2026.acl-long.1959
10.18653/v1/2026.acl-long.1959 · External reference
10.1109/embc.2012.6347406
10.1109/embc.2012.6347406 · External reference
10.1146/annurev-bioeng-071516-044442
10.1146/annurev-bioeng-071516-044442 · 2017 · External reference
10.52202/075280-2437
10.52202/075280-2437 · External reference
10.1109/tase.2023.3269639
10.1109/tase.2023.3269639 · 2024 · External reference
10.18653/v1/2025.findings-emnlp.89
10.18653/v1/2025.findings-emnlp.89 · External reference
10.1038/nature16961
10.1038/nature16961 · 2016 · External reference
10.1038/s41592-025-02836-7
10.1038/s41592-025-02836-7 · 2025 · External reference
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10.1145/3375627.3375830
10.1145/3375627.3375830 · External reference
10.1109/tit.2025.3530335
10.1109/tit.2025.3530335 · 2025 · External reference
10.1109/tip.2021.3112057
10.1109/tip.2021.3112057 · 2021 · External reference
10.1109/tsp.2018.2846226
10.1109/tsp.2018.2846226 · 2018 · External reference
10.1109/tpami.2019.2904255
10.1109/tpami.2019.2904255 · 2020 · External reference
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10.1109/cvpr46437.2021.00851
10.1109/cvpr46437.2021.00851 · External reference
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10.1109/tsp.2023.3322820
10.1109/tsp.2023.3322820 · 2023 · External reference
10.1109/icra48891.2023.10160548
10.1109/icra48891.2023.10160548 · External reference
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10.1126/science.290.5500.2319
10.1126/science.290.5500.2319 · 2000 · External reference
10.1109/tsp.2023.3348948
10.1109/tsp.2023.3348948 · 2024 · External reference
10.1111/j.2517-6161.1996.tb02080.x
10.1111/j.2517-6161.1996.tb02080.x · 1996 · External reference
10.1109/itw.2015.7133169
10.1109/itw.2015.7133169 · External reference
10.1109/tnnls.2020.3005348
10.1109/tnnls.2020.3005348 · 2021 · External reference
10.1088/2632-2153/acf099
10.1088/2632-2153/acf099 · 2023 · External reference
10.18653/v1/2022.spnlp-1.7
10.18653/v1/2022.spnlp-1.7 · External reference
10.52202/068431-1317
10.52202/068431-1317 · 2022 · External reference
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1999 · External reference
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10.1109/cvpr42600.2020.00317
10.1109/cvpr42600.2020.00317 · External reference
10.1016/j.trc.2020.01.012
10.1016/j.trc.2020.01.012 · 2020 · External reference
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10.1109/tmi.2021.3127074
10.1109/tmi.2021.3127074 · 2022 · External reference
10.1109/cvpr52688.2022.00957
10.1109/cvpr52688.2022.00957 · External reference
10.1109/tnnls.2022.3231453
10.1109/tnnls.2022.3231453 · External reference
10.1145/3589334.3645694
10.1145/3589334.3645694 · External reference
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10.1109/waspaa.2017.8170034
10.1109/waspaa.2017.8170034 · External reference
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10.1109/whispers61460.2023.10431277
10.1109/whispers61460.2023.10431277 · External reference
10.1109/jsen.2023.3347564
10.1109/jsen.2023.3347564 · 2024 · External reference
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10.1109/icassp39728.2021.9414084
10.1109/icassp39728.2021.9414084 · External reference
10.1109/tgrs.2021.3081177
10.1109/tgrs.2021.3081177 · 2022 · External reference
10.1109/tip.2022.3196826
10.1109/tip.2022.3196826 · 2022 · External reference
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2024 · External reference
10.1016/j.inffus.2024.102721
10.1016/j.inffus.2024.102721 · 2025 · External reference
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10.1109/lsp.2022.3175096
10.1109/lsp.2022.3175096 · 2022 · External reference
10.1145/3580305.3599398
10.1145/3580305.3599398 · External reference
10.1007/s11263-025-02569-2
10.1007/s11263-025-02569-2 · 2025 · External reference
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10.52202/075280-0238
10.52202/075280-0238 · External reference
10.1049/ipr2.12610
10.1049/ipr2.12610 · 2023 · External reference
10.1109/jstars.2024.3357732
10.1109/jstars.2024.3357732 · 2024 · External reference
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10.1016/j.measurement.2024.116332
10.1016/j.measurement.2024.116332 · External reference
10.1109/cvpr52688.2022.01863
10.1109/cvpr52688.2022.01863 · External reference
10.1109/ieeeconf53345.2021.9723137
10.1109/ieeeconf53345.2021.9723137 · External reference
10.1093/nsr/nwaa159
10.1093/nsr/nwaa159 · External reference
10.1609/aaai.v36i8.20893
10.1609/aaai.v36i8.20893 · External reference
10.1109/tip.2020.2975918
10.1109/tip.2020.2975918 · 2020 · External reference
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10.1609/aaai.v35i13.17389
10.1609/aaai.v35i13.17389 · External reference
10.1109/tetci.2021.3100641
10.1109/tetci.2021.3100641 · External reference
10.1177/14759217211044806
10.1177/14759217211044806 · 2022 · External reference
10.1109/tnnls.2023.3278866
10.1109/tnnls.2023.3278866 · External reference
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10.1016/j.isatra.2022.02.027
10.1016/j.isatra.2022.02.027 · 2022 · External reference
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10.1609/aaai.v32i1.11721
10.1609/aaai.v32i1.11721 · External reference
10.1109/tgrs.2025.3564996
10.1109/tgrs.2025.3564996 · 2025 · External reference
