Journal Special Issues Schedules

Journal Title Topic Due Date
Springer IJCV Generative Adversarial Networks for Computer Vision
  • · Theoretical analysis of GANs and its variants.
  • · Evaluation of implicit generative models.
  • · New objective functions and formulations for GANs.
  • · New network structures and training schema for GANs.
  • · Unsupervised, semi-supervised and self-supervised feature learning with GANs.
  • · Adversarial learning for data generation and visual recognition.
  • · Image-to-Image translation.
  • · Video generation and future prediction.
  • · 3D generative modeling and editing.
  • · Adversarial domain adaptation and transfer learning.
  • · Image generation and photo manipulation.
  • · Image generation from textual descriptions.
  • · Low-level and middle-level vision: super-resolution, denoising, inpainting, etc.
  • · Adversarial cross-modal learning.
  • · Adversarial imitation learning and reinforcement learning.
  • · Image and video style transfer with adversarial learning.
Mar. 31st, 2019
IEEE TMM Multimedia Computing with Interpretable Machine Learning
  • · Open research challenges and directions for multimedia computing with interpretable machine learning
  • · New theories, models, and benchmarks for multimedia computing with interpretable machine learning
  • · Interpretable deep learning architectures and algorithms for large-scale multimedia data
  • · Interpretability in reinforcement learning for multimedia
  • · Quantifying and visualizing the interpretability of machine learning algorithms for multimedia
  • · Causality of predictive models for multimedia
  • · Verifying, diagnosing and debugging machine learning systems for multimedia
  • · Fairness, accountability, and transparency in multimedia machine learning
  • · Novel and inventive applications of interpretability multimedia machine leaning in various fields (e.g., social media, healthcare, smart city, and retail)
Mar. 31st, 2019

Conferences Schedules

Conference Title Due Date Conferece Date Conference Location