Variational Autoencoder for Deep Learning of Images, Labels and Captions

28 September 2016

Lawrence Carin

Papers citing "Variational Autoencoder for Deep Learning of Images, Labels and Captions"

50 / 234 papers shown

Title
3D Convolutional Selective Autoencoder For Instability Detection in Combustion Systems Tryambak Gangopadhyay V. Ramanan Adedotun Akintayo Paige Boor S. Sarkar S. Chakravarthy S. Sarkar 22 23 0 06 Jan 2021
Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley DRL 22 35 0 04 Jan 2021
Iranis: A Large-scale Dataset of Farsi License Plate Characters Ali Tourani Sajjad Soroori A. Shahbahrami Alireza Akoushideh 23 6 0 01 Jan 2021
Self-supervised Pre-training with Hard Examples Improves Visual Representations Chunyuan Li Xiujun Li Lei Zhang Baolin Peng Mingyuan Zhou Jianfeng Gao SSL 25 24 0 25 Dec 2020
Addressing Feature Suppression in Unsupervised Visual Representations Tianhong Li Lijie Fan Yuan. Yuan Hao He Yonglong Tian Rogerio Feris Piotr Indyk Dina Katabi SSL 35 15 0 17 Dec 2020
Robust One Shot Audio to Video Generation Neeraj Kumar Srishti Goel Ankur Narang H. Mujtaba VGen 27 13 0 14 Dec 2020
Multi Modal Adaptive Normalization for Audio to Video Generation Neeraj Kumar Srishti Goel Ankur Narang Brejesh Lall VGen DiffM 30 0 0 14 Dec 2020
Lookahead optimizer improves the performance of Convolutional Autoencoders for reconstruction of natural images Sayan Nag DRL 14 2 0 03 Dec 2020
Meta-Generating Deep Attentive Metric for Few-shot Classification Lei Zhang Fei Zhou Wei Wei Yanning Zhang VLM 42 28 0 03 Dec 2020
Autoencoding Improves Pre-trained Word Embeddings Masahiro Kaneko Danushka Bollegala LLMSV 16 14 0 25 Oct 2020
Deep Neural Mobile Networking Chaoyun Zhang 32 1 0 23 Oct 2020
SlimIPL: Language-Model-Free Iterative Pseudo-Labeling Tatiana Likhomanenko Qiantong Xu Jacob Kahn Gabriel Synnaeve R. Collobert VLM 29 61 0 22 Oct 2020
Variational Capsule Encoder Harish RaviPrakash Syed Muhammad Anwar Ulas Bagci BDL DRL 18 2 0 18 Oct 2020
Deep generative demixing: Recovering Lipschitz signals from noisy subgaussian mixtures Aaron Berk 19 0 0 13 Oct 2020
TUTOR: Training Neural Networks Using Decision Rules as Model Priors Shayan Hassantabar Prerit Terway N. Jha 36 10 0 12 Oct 2020
Loosely Coupled Federated Learning Over Generative Models Shaoming Song Yunfeng Shao Jian Li FedML 28 1 0 28 Sep 2020
That looks interesting! Personalizing Communication and Segmentation with Random Forest Node Embeddings Weiwei Wang Wiebke Eberhardt Stefano Bromuri 27 1 0 13 Sep 2020
Learning more expressive joint distributions in multimodal variational methods S. Nedelkoski Mihail Bogojeski O. Kao 8 1 0 08 Sep 2020
Short-term Traffic Prediction with Deep Neural Networks: A Survey Kyungeun Lee Moonjung Eo Euna Jung Yoonjin Yoon Wonjong Rhee GNN AI4TS 24 52 0 28 Aug 2020
Decoupled Variational Embedding for Signed Directed Networks Xu Chen Jiangchao Yao Maosen Li Ya Zhang Yanfeng Wang 22 4 0 28 Aug 2020
Towards Stable Imbalanced Data Classification via Virtual Big Data Projection Hadi Mansourifar W. Shi 20 0 0 23 Aug 2020
On Attribution of Deepfakes Baiwu Zhang Jin Peng Zhou Ilia Shumailov Nicolas Papernot WIGM 32 11 0 20 Aug 2020
Generative chemistry: drug discovery with deep learning generative models Yuemin Bian X. Xie AI4CE 19 93 0 20 Aug 2020
Anatomy-Aware Cardiac Motion Estimation Pingjun Chen Xiao Chen Eric Z. Chen Hanchao Yu Terrence Chen Shanhui Sun 27 9 0 17 Aug 2020
Evaluating for Diversity in Question Generation over Text M. Schlichtkrull Weiwei Cheng 16 5 0 17 Aug 2020
F2GAN: Fusing-and-Filling GAN for Few-shot Image Generation Y. Hong Li Niu Jianfu Zhang Weijie Zhao Chenghan Fu Liqing Zhang GAN 46 87 0 05 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 45 30 0 31 Jul 2020
Multi-Task Curriculum Framework for Open-Set Semi-Supervised Learning Qing Yu Daiki Ikami Go Irie Kiyoharu Aizawa 23 128 0 22 Jul 2020
Failure Modes of Variational Autoencoders and Their Effects on Downstream Tasks Yaniv Yacoby Weiwei Pan Finale Doshi-Velez CML DRL 27 25 0 14 Jul 2020
Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques Yijun Zhao Jacek Ossowski Xuming Wang Shangjin Li O. Devinsky Samantha P. Martin H. Pardoe MedIm 20 10 0 10 Jul 2020
Generating Annotated High-Fidelity Images Containing Multiple Coherent Objects Bryan G. Cardenas Devanshu Arya D. K. Gupta DiffM 28 6 0 22 Jun 2020
Sequential Graph Convolutional Network for Active Learning Razvan Caramalau Binod Bhattarai Tae-Kyun Kim GNN 27 118 0 18 Jun 2020
A Tailored Convolutional Neural Network for Nonlinear Manifold Learning of Computational Physics Data using Unstructured Spatial Discretizations John Tencer Kevin Potter AI4CE 18 13 0 11 Jun 2020
Speech Fusion to Face: Bridging the Gap Between Human's Vocal Characteristics and Facial Imaging Yeqi Bai Tao Ma Lipo Wang Zhenjie Zhang CVBM 12 9 0 10 Jun 2020
General-Purpose User Embeddings based on Mobile App Usage Junqi Zhang Bing Bai Ye Lin Jian Liang Kun Bai Fei Wang 35 35 0 27 May 2020
Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery Hiroshi Sasaki Chris G. Willcocks T. Breckon 23 1 0 05 May 2020
Automatic Tag Recommendation for Painting Artworks Using Diachronic Descriptions Gianlucca L. Zuin Adriano Veloso J. C. Portinari N. Ziviani 6 4 0 21 Apr 2020
Label Propagation Adaptive Resonance Theory for Semi-supervised Continuous Learning Taehyeong Kim Injune Hwang Gi-Cheon Kang Won-Seok Choi Hyunseok Kim Byoung-Tak Zhang 9 5 0 16 Apr 2020
Estimating a Brain Network Predictive of Stress and Genotype with Supervised Autoencoders Austin Talbot David B. Dunson K. Dzirasa David Carlson 4 3 0 10 Apr 2020
Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis Wei Sun Tianfu Wu 27 81 0 25 Mar 2020
Autoencoders Dor Bank Noam Koenigstein Raja Giryes HAI 13 0 0 12 Mar 2020
Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions Ricard Durall M. Keuper J. Keuper 23 327 0 03 Mar 2020
Image to Language Understanding: Captioning approach M. Seshadri Malavika Srikanth Mikhail Belov 11 1 0 21 Feb 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 10 10,591 0 17 Feb 2020
Gaussian Smoothen Semantic Features (GSSF) -- Exploring the Linguistic Aspects of Visual Captioning in Indian Languages (Bengali) Using MSCOCO Framework C. Sur 27 7 0 16 Feb 2020
MRRC: Multiple Role Representation Crossover Interpretation for Image Captioning With R-CNN Feature Distribution Composition (FDC) C. Sur 25 16 0 15 Feb 2020
Realistic River Image Synthesis using Deep Generative Adversarial Networks A. Gautam M. Sit Ibrahim Demir AI4CE GAN 14 49 0 14 Feb 2020
Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting Xian Zhang Xin Wang Bin Kong Canghong Shi Youbing Yin Qi Song Siwei Lyu Jiancheng Lv Canghong Shi Xiaojie Li GAN CVBM 22 7 0 05 Feb 2020
aiTPR: Attribute Interaction-Tensor Product Representation for Image Caption C. Sur 26 8 0 27 Jan 2020
Generative Memorize-Then-Recall framework for low bit-rate Surveillance Video Compression Yaojun Wu Tianyu He Zhibo Chen 19 0 0 30 Dec 2019