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Publisher : mit press

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Academic Journal

Detecting Scene-Plausible Perceptible Backdoors in Trained DNNs Without Access to the Training Set.

Authors : Xiang, Zhen¹ (AUTHOR) ; Miller, David J.¹ (AUTHOR) ; Wang, Hang¹ (AUTHOR)

Source: Neural Computation. May2021, Vol. 33 Issue 5, p1329-1371. 43p. 4 Color Photographs, 1 Diagram, 4 Charts, 13 Graphs.

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Relation Extraction in Underexplored Biomedical Domains: A Diversity-optimized Sampling and Synthetic Data Generation Approach.

Authors : Delmas, Maxime¹ (AUTHOR) ; Wysocka, Magdalena² (AUTHOR) ; Freitas, André³ (AUTHOR)

Source: Computational Linguistics. Sep2024, Vol. 50 Issue 3, p953-1000. 48p.

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Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model.

Authors : van der Lee, Chris¹ (AUTHOR) ; Ferreira, Thiago Castro² (AUTHOR) ; Emmery, Chris³ (AUTHOR)

Source: Computational Linguistics. Sep2023, Vol. 49 Issue 3, p555-611. 57p.

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Academic Journal

Artistic Defamiliarization in the Age of Algorithmic Prediction.

Authors : Curry, Derek¹

Source: Leonardo. Apr2023, Vol. 56 Issue 2, p177-182. 6p.

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Academic Journal

Evolving Connectionist Models to Capture Population Variability across Language Development: Modeling Children's Past Tense Formation.

Authors : Kohli, Maitrei¹ (AUTHOR) ; Magoulas, George D.² (AUTHOR) ; Thomas, Michael S. C.³ (AUTHOR)

Source: Artificial Life. Spring2020, Vol. 26 Issue 2, p217-241. 25p.

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Academic Journal

Embodying Spatial Sound Synthesis with AI in Two Compositions for Instruments and 3-D Electronics.

Authors : Einbond, Aaron¹ (AUTHOR) ; Carpentier, Thibaut² (AUTHOR) ; Schwarz, Diemo² (AUTHOR)

Source: Computer Music Journal. Winter2022, Vol. 46 Issue 4, p43-61. 19p.

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Academic Journal

Challenges of Neural Machine Translation for Short Texts.

Authors : Wan, Yu¹ (AUTHOR) ; Yang, Baosong^1,2 (AUTHOR) ; Wong, Derek Fai¹ (AUTHOR)

Source: Computational Linguistics. 6/9/2022, Vol. 48 Issue 2, p321-342. 22p.

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Academic Journal

eSPA+: Scalable Entropy-Optimal Machine Learning Classification for Small Data Problems.

Authors : Vecchi, Edoardo¹ (AUTHOR) ; Pospíšil, Lukáš² (AUTHOR) ; Albrecht, Steffen³ (AUTHOR)

Source: Neural Computation. May2022, Vol. 34 Issue 5, p1220-1255. 36p. 2 Charts, 6 Graphs.

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Academic Journal

Shape-Constrained Symbolic Regression—Improving Extrapolation with Prior Knowledge.

Authors : Kronberger, G.¹ (AUTHOR) ; de Franca, F. O.² (AUTHOR) ; Burlacu, B.¹ (AUTHOR)

Source: Evolutionary Computation. Spring2022, Vol. 30 Issue 1, p75-98. 24p.

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Academic Journal

TARA: Training and Representation Alteration for AI Fairness and Domain Generalization.

Authors : Paul, William¹ (AUTHOR) ; Hadzic, Armin¹ (AUTHOR) ; Joshi, Neil¹ (AUTHOR)

Source: Neural Computation. Mar2022, Vol. 34 Issue 3, p716-753. 38p. 2 Color Photographs, 3 Diagrams, 10 Charts, 2 Graphs.

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فلترة النتائج

Detecting Scene-Plausible Perceptible Backdoors in Trained DNNs Without Access to the Training Set.

Relation Extraction in Underexplored Biomedical Domains: A Diversity-optimized Sampling and Synthetic Data Generation Approach.

Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model.

Artistic Defamiliarization in the Age of Algorithmic Prediction.

Evolving Connectionist Models to Capture Population Variability across Language Development: Modeling Children's Past Tense Formation.

Embodying Spatial Sound Synthesis with AI in Two Compositions for Instruments and 3-D Electronics.

Challenges of Neural Machine Translation for Short Texts.

eSPA+: Scalable Entropy-Optimal Machine Learning Classification for Small Data Problems.

Shape-Constrained Symbolic Regression—Improving Extrapolation with Prior Knowledge.

TARA: Training and Representation Alteration for AI Fairness and Domain Generalization.

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