Survey of deep learning and architectures for visual captioning—transitioning between media and natural languages

Attentive Linear Transformation for Image Captioning

(2018) Senmao Ye et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Ensemble one-vs-all learning technique with emphatic & rehearsal training for phishing email classification using psychology

(2018) Chiranjib Sur   JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE

Twelve-layer deep convolutional neural network with stochastic pooling for tea category classification on GPU platform

(2018) Yu-Dong Zhang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Modeling visual and word-conditional semantic attention for image captioning

(2018) Chunlei Wu et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Image-Text Surgery: Efficient Concept Learning in Image Captioning by Generating Pseudopairs

(2018) Kun Fu et al.   IEEE Transactions on Neural Networks and Learning Systems

Framing Image Description as a Ranking Task: Data, Models and Evaluation Metrics

(2018) M. Hodosh et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

DeepSeq: learning browsing log data based personalized security vulnerabilities and counter intelligent measures

(2018) Chiranjib Sur   Journal of Ambient Intelligence and Humanized Computing

Aligning Where to See and What to Tell: Image Captioning with Region-Based Attention and Scene-Specific Contexts

(2017) Kun Fu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Show and Tell: Lessons Learned from the 2015 MSCOCO Image Captioning Challenge

(2017) Oriol Vinyals et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Data-driven image captioning via salient region discovery

(2017) Mert Kilickaya et al.   IET Computer Vision

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

(2017) Ranjay Krishna et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Stacked Convolutional Denoising Auto-Encoders for Feature Representation

(2017) Bo Du et al.   IEEE Transactions on Cybernetics

Disease Inference from Health-Related Questions via Sparse Deep Learning

(2015) Liqiang Nie et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Tensor Deep Stacking Networks

(2013) Brian Hutchinson et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Learning with Hierarchical-Deep Models

(2013) R. Salakhutdinov et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

BabyTalk: Understanding and Generating Simple Image Descriptions

(2013) Girish Kulkarni et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The Deep Tensor Neural Network With Applications to Large Vocabulary Speech Recognition

(2012) Dong Yu et al.   IEEE Transactions on Audio Speech and Language Processing

The human brain in numbers: a linearly scaled-up primate brain

(2009) Suzana Herculano-Houzel   Frontiers in Human Neuroscience

Semantic hashing

(2008) Ruslan Salakhutdinov et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING