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#	Title	Journal	Year	Citations
1	Generative Adversarial Networks: An Overview	IEEE Signal Processing Magazine	2018	1,913
2	The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation		2017	934
3	Deep Learning: A Primer for Radiologists	Radiographics	2017	790
4	FiLM: Visual Reasoning with a General Conditioning Layer	Proceedings of the AAAI Conference on Artificial Intelligence	2018	456
5	A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images	Journal of Healthcare Engineering	2017	306
6	Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space		2017	288
7	EmoNets: Multimodal deep learning approaches for emotion recognition in video	Journal on Multimodal User Interfaces	2016	276
8	Online and offline handwritten Chinese character recognition: A comprehensive study and new benchmark	Pattern Recognition	2017	228
9	Light Gated Recurrent Units for Speech Recognition	IEEE Transactions on Emerging Topics in Computational Intelligence	2018	227
10	Tackling Climate Change with Machine Learning	ACM Computing Surveys	2023	195
11	KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation	Transactions of the Association for Computational Linguistics	2021	189
12	Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation	Frontiers in Computational Neuroscience	2017	183
13	Learning normalized inputs for iterative estimation in medical image segmentation	Medical Image Analysis	2018	181
14	ReSeg: A Recurrent Neural Network-Based Model for Semantic Segmentation		2016	145
15	Distribution Matching Losses Can Hallucinate Features in Medical Image Translation	Lecture Notes in Computer Science	2018	144
16	BigBrain 3D atlas of cortical layers: Cortical and laminar thickness gradients diverge in sensory and motor cortices	PLoS Biology	2020	120
17	Improved Few-Shot Visual Classification		2020	114
18	The need for privacy with public digital contact tracing during the COVID-19 pandemic	The Lancet Digital Health	2020	106
19	Deep learning-based point-scanning super-resolution imaging	Nature Methods	2021	98
20	CalibNet: Geometrically Supervised Extrinsic Calibration using 3D Spatial Transformer Networks		2018	90
21	End-to-End Online Writer Identification With Recurrent Neural Network	IEEE Transactions on Human-Machine Systems	2017	86
22	Feature-wise transformations	Distill	2018	81
23	A Survey of Available Corpora For Building Data-Driven Dialogue Systems: The Journal Version	Dialogue and Discourse	2018	78
24	STDP-Compatible Approximation of Backpropagation in an Energy-Based Model	Neural Computation	2017	56
25	Bayesian data fusion in a spatial prediction context: a general formulation	Stochastic Environmental Research and Risk Assessment	2007	48
26	GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding		2019	48
27	HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation		2023	47
28	Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction		2019	46
29	Uniformizing Techniques to Process CT Scans with 3D CNNs for Tuberculosis Prediction	Lecture Notes in Computer Science	2020	44
30	Inherent privacy limitations of decentralized contact tracing apps	Journal of the American Medical Informatics Association: JAMIA	2021	41
31	Music Therapy for Children With Autistic Spectrum Disorder and/or Other Neurodevelopmental Disorders: A Systematic Review	Frontiers in Psychiatry	2021	40
32	Deep Neural Network or Dermatologist?	Lecture Notes in Computer Science	2019	39
33	Multiscale PHATE identifies multimodal signatures of COVID-19	Nature Biotechnology	2022	39
34	The representational geometry of word meanings acquired by neural machine translation models	Machine Translation	2017	36
35	Phishing URL Detection with Oversampling based on Text Generative Adversarial Networks		2018	34
36	KuroNet: Pre-Modern Japanese Kuzushiji Character Recognition with Deep Learning		2019	33
37	INFER: INtermediate representations for FuturE pRediction		2019	29
38	Open-access quantitative MRI data of the spinal cord and reproducibility across participants, sites and manufacturers	Scientific Data	2021	27
39	Interpolated Adversarial Training		2019	25
40	Enhancing Few-Shot Image Classification with Unlabelled Examples		2022	25
41	Combining categorical and continuous spatial information within the Bayesian maximum entropy paradigm	Stochastic Environmental Research and Risk Assessment	2006	23
42	Multitable Methods for Microbiome Data Integration	Frontiers in Genetics	2019	21
43	DualGraph: Improving Semi-supervised Graph Classification via Dual Contrastive Learning		2022	20
44	Deep Generative Modeling of LiDAR Data		2019	19
45	Conservative Wasserstein Training for Pose Estimation		2019	18
46	Mono Lay out: Amodal scene layout from a single image		2020	18
47	Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction	Proceedings of the AAAI Conference on Artificial Intelligence	2018	18
48	A Highly Adaptive Acoustic Model for Accurate Multi-dialect Speech Recognition		2019	17
49	Energy-Based Open-World Uncertainty Modeling for Confidence Calibration		2021	17
50	MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation		2018	15

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