Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T23:54:16.358531Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 100 of 126 outbound references and 0 inbound Pith citation observations for arXiv:2412.19877.
A citation records a reference. It does not transfer a finding from one paper to another.
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Source: paper_references, paper_reference_links, observed 2026-08-10T23:54:16.358531Z
One-hop event checks from named stored sources.
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Pith citing papers itemized under the disclosed page cap.
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A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 126 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation fe8afd9b-b06d-4d2d-8658-15604235223a · outbound
Image Classification with Deep Reinforcement Active Learning Review of image classification algorithms based on convolutional neural networks,
Reference 1
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Observation 413ee400-f725-4178-8412-29ba5df7da62 · outbound
Image Classification with Deep Reinforcement Active Learning Sahbi and D
Reference 2
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Observation 8d0e1499-f74a-4e13-abc6-ce2ffc04c957 · outbound
Image Classification with Deep Reinforcement Active Learning Attention is all you need,
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Observation 0983abed-f03a-424b-893f-4622667d8965 · outbound
Image Classification with Deep Reinforcement Active Learning Neurocomputing 474, 154–167 (2022)
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Observation 3c2bfc7a-34fd-49e5-af58-8577acd560c9 · outbound
Image Classification with Deep Reinforcement Active Learning Active learning through density clustering,
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Image Classification with Deep Reinforcement Active Learning Visual transformer for task-aware active learning,
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Observation 49e04226-cd07-40e1-867e-623b61f1daa5 · outbound
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Reference 7
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Observation 0bc169cb-2c9a-4226-841a-1f29956a0a58 · outbound
Image Classification with Deep Reinforcement Active Learning Pmal: A proxy model active learning approach for vision based industrial applications,
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Observation d4e673f6-ed93-4eaa-8f0e-cec193e14266 · outbound
Image Classification with Deep Reinforcement Active Learning Mazari and H
Reference 9
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Observation 01f5d182-6dc6-4261-a422-e7fa44054286 · outbound
Image Classification with Deep Reinforcement Active Learning Transformer-based multi-task learning for classification and segmentation of gastrointestinal tract endoscopic images,
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Observation a0cbdbcf-40a2-47e7-bbba-533ba8ae70fc · outbound
Image Classification with Deep Reinforcement Active Learning Wang and H
Reference 11
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Observation c405c7a3-349f-46e8-89d6-431b039b2ea7 · outbound
Image Classification with Deep Reinforcement Active Learning Batch-mode active-learning methods for the interactive classification of remote sensing images,
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Observation 306d2293-0225-4cf3-9b33-52816c7ca0f4 · outbound
Image Classification with Deep Reinforcement Active Learning Towards General and Efficient Active Learning
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Image Classification with Deep Reinforcement Active Learning Ferecatu and H
Reference 15
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Observation 7c6c2d9e-e228-4448-8b28-67d8704fcf59 · outbound
Image Classification with Deep Reinforcement Active Learning Bourdis, D
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Observation c1e0b040-aa46-4ef4-93b4-340d2dfe664b · outbound
Image Classification with Deep Reinforcement Active Learning Analysis of a greedy active learning strategy,
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Observation 521f5e58-cf90-4963-a2a2-ab82568341db · outbound
Image Classification with Deep Reinforcement Active Learning Reinforcement-based display selection for frugal learning,
Reference 18
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Observation 81524aeb-c905-40b8-870a-6749eaf931bd · outbound
Image Classification with Deep Reinforcement Active Learning Continuous control with deep reinforcement learning
Reference 19
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Observation e222ceee-263c-4cff-8c5b-c0e4bf860398 · outbound
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Reference 20
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Observation 3c32c2c1-2f47-4ddf-a259-75d5a85d3de5 · outbound
Image Classification with Deep Reinforcement Active Learning Discriminative Active Learning
Reference 21
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Observation 5b4c6141-6290-43df-bda4-3a10c4fb8232 · outbound
Image Classification with Deep Reinforcement Active Learning Multiple-boundary clustering and prioritization to promote neural network retraining,
Reference 22
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Observation 55dd8390-8312-4211-907b-855ace0325da · outbound
Image Classification with Deep Reinforcement Active Learning Reinforcement-based frugal learning for interactive satellite image change detection,
Reference 23
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Observation 51f86e28-62ea-4fca-96d7-f31e8fe3034c · outbound
Image Classification with Deep Reinforcement Active Learning Learning how to Active Learn: A Deep Reinforcement Learning Approach
Reference 24
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Observation 093295af-3fce-432f-9853-897785295c2a · outbound
Image Classification with Deep Reinforcement Active Learning Deep Active Learning with Adaptive Acquisition
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Observation 438a6535-0497-4f0d-8e2f-911b97aa73a8 · outbound
Image Classification with Deep Reinforcement Active Learning Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, and Renaud Keriven
Reference 26
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Observation a7bad6ef-e6c4-4181-901d-62eddc810900 · outbound
Image Classification with Deep Reinforcement Active Learning Deep reinforcement active learning for human-in-the-loop person re- identification,
Reference 27
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Observation ef9baf02-7e09-4769-811c-adedffbb1105 · outbound
Image Classification with Deep Reinforcement Active Learning Active learning for image classification: A deep reinforcement learning approach,
Reference 28
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Observation 9b828ff2-0145-4bc2-8af2-a4186fb751c7 · outbound
Image Classification with Deep Reinforcement Active Learning Sahbi, Jean-Yves Audibert, and Renaud Keriven
Reference 29
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Image Classification with Deep Reinforcement Active Learning Deep reinforced active learning for multi-class image classification
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Observation eb7c92b7-a22b-4767-8601-3e8d8be764bd · outbound
Image Classification with Deep Reinforcement Active Learning Human-level control through deep reinforcement learning,
Reference 31
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Observation 3f08deef-007c-4160-a6b4-62384abadbaa · outbound
Image Classification with Deep Reinforcement Active Learning Thiemert, H
Reference 32
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Observation 006edcd4-e9b9-4cf3-a6b3-4e1557b5a4a9 · outbound
Image Classification with Deep Reinforcement Active Learning Learning to label with active learning and reinforcement learning,
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Observation fc15bd2f-30df-415d-b61d-84caef5ec51d · outbound
Image Classification with Deep Reinforcement Active Learning Deep residual learning for image recognition,
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Observation 2b973a91-3344-4009-8878-ff833ef63847 · outbound
Image Classification with Deep Reinforcement Active Learning Sequential graph convolutional network for active learning,
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Observation 96df1b23-0b65-4ea1-967f-a73e360ebdb4 · outbound
Image Classification with Deep Reinforcement Active Learning Wang and H
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Observation f53b6bc0-2940-4736-9e9d-f877f195a942 · outbound
Image Classification with Deep Reinforcement Active Learning Pytorch: An imperative style, high-performance deep learning library,
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Image Classification with Deep Reinforcement Active Learning A mathematical theory of communication,
Reference 38
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Observation 078faac7-6951-455b-bd2c-a9f1105fec36 · outbound
Image Classification with Deep Reinforcement Active Learning Active learning literature survey,
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Observation da19411b-90d1-467c-a271-218e25ee943d · outbound
Image Classification with Deep Reinforcement Active Learning Wang and H
Reference 40
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Observation 6fb2c1e4-8a46-42b1-b518-a08cdc088819 · outbound
Image Classification with Deep Reinforcement Active Learning Active hidden markov models for information extraction,
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Observation 99583e64-9578-497c-a288-3c2936de3d0a · outbound
Image Classification with Deep Reinforcement Active Learning Visualizing data using t-sne,
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Observation c15c3bad-7136-412e-9361-cdcf42f6a2e7 · outbound
Image Classification with Deep Reinforcement Active Learning Sahbi and F
Reference 43
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Observation 4cbeaf57-7fb7-438e-92f1-8005590b4c19 · outbound
Image Classification with Deep Reinforcement Active Learning International Journal of Advanced Computer Science and Applications 7(10), 127–131 (2016)
Reference 44
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Observation 3ab98467-eca8-4602-aa0e-5c92477f9ebd · outbound
Image Classification with Deep Reinforcement Active Learning IEEE Transactions on Image Processing 26(4), 1820–1832 (2017)
Reference 45
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Observation 20935b5c-4128-4f0e-bef0-ee24ef1516ac · outbound
Image Classification with Deep Reinforcement Active Learning In: Proceedings of the AAAI conference on artificial intelligence
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Observation bb83203a-9fb8-4783-96a6-7e5bb26e0e84 · outbound
Image Classification with Deep Reinforcement Active Learning Sahbi and N
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Observation c4da851d-1da5-4226-9667-99ce7ae3abd7 · outbound
Image Classification with Deep Reinforcement Active Learning IEEE Transactions on Image Processing 31, 2570–2583 (2022)
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Observation 852a2366-bc58-4d49-861a-b1a1beeb67b2 · outbound
Image Classification with Deep Reinforcement Active Learning Bourdis, D
Reference 49
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Observation ee0d56bd-8df0-44fe-ae8b-a2ab6cff7027 · outbound
Image Classification with Deep Reinforcement Active Learning In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition
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Observation 9a02a9e9-cd92-42e1-93b9-a95e53963af5 · outbound
Image Classification with Deep Reinforcement Active Learning In: 2009 IEEE conference on computer vision and pattern recognition
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Observation bad2854a-28ad-4b5e-9ee0-d531b0b7d0b3 · outbound
Image Classification with Deep Reinforcement Active Learning Pattern Recognition 88, 447–457 (2019)
Reference 52
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Observation 899dd167-5814-488a-90cb-0670e1279a02 · outbound
Image Classification with Deep Reinforcement Active Learning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
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Image Classification with Deep Reinforcement Active Learning In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition
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Image Classification with Deep Reinforcement Active Learning In: 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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Image Classification with Deep Reinforcement Active Learning In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
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Observation 9a414fcf-e3e9-4b3d-ba35-8c3b27e381f6 · outbound
Image Classification with Deep Reinforcement Active Learning In: 2020 25th International Conference on Pattern Recognition (ICPR)
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Observation 8aad752e-831f-4063-9da3-fd101354c3b5 · outbound
Image Classification with Deep Reinforcement Active Learning Query2Label: A Simple Transformer Way to Multi-Label Classification
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Observation 04bba20a-105d-4506-8be6-2f9a1a47a5b6 · outbound
Image Classification with Deep Reinforcement Active Learning Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification
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Observation af3f84c8-fec0-43f6-a9bc-512cee7fa9aa · outbound
Image Classification with Deep Reinforcement Active Learning International Journal of Multimedia Information Retrieval 4, 113–128 (2015)
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Image Classification with Deep Reinforcement Active Learning In: Proceedings of the 5th ACM on International Conference on Multimedia Retrieval
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Observation d411d1e8-d3f9-4bc9-8bda-d27113df23aa · outbound
Image Classification with Deep Reinforcement Active Learning Progress in brain research 155, 23–36 (2006)
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Image Classification with Deep Reinforcement Active Learning In: Proceedings of the IEEE/CVF International Conference on Computer Vision
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Image Classification with Deep Reinforcement Active Learning Jiu and H
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Image Classification with Deep Reinforcement Active Learning In: Proceedings of the IEEE conference on computer vision and pattern recognition
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Image Classification with Deep Reinforcement Active Learning Bourdis, D
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Image Classification with Deep Reinforcement Active Learning IEEE transactions on pattern analysis and machine intelligence 38(9), 1901–1907 (2015)
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Image Classification with Deep Reinforcement Active Learning Multimedia Tools and Applications 77, 22385– 22406 (2018)
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Image Classification with Deep Reinforcement Active Learning Boujemaa
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Image Classification with Deep Reinforcement Active Learning Thiemert, H
Reference 90
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Image Classification with Deep Reinforcement Active Learning Braun, and Klaus-Robert M ¨uller
Reference 92
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Image Classification with Deep Reinforcement Active Learning Sahbi and N
Reference 93
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Image Classification with Deep Reinforcement Active Learning ”Kernel methods for deep learning.” Advances in neural information processing systems 22 (2009)
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Image Classification with Deep Reinforcement Active Learning Neural Operator: Graph Kernel Network for Partial Differential Equations
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Image Classification with Deep Reinforcement Active Learning ”Efficient convolution kernels for dependency and constituent syntactic trees.” European Conference on Machine Learning
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Image Classification with Deep Reinforcement Active Learning Boujemaa, F
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Image Classification with Deep Reinforcement Active Learning ”Extracting relations with integrated information using kernel methods.” Proceedings of the 43rd annual meeting of the association for computational linguistics (acl’05)
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Image Classification with Deep Reinforcement Active Learning ”Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition.” IEEE Transactions on audio, speech, and language processing 20.1 (2011): 30-42
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