subinium/Deep-Papers

Issues

• GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

  #44 opened 2 years ago by subinium
  0

• Alias-Free Generative Adversarial Networks

  #43 opened 3 years ago by subinium
  0

• Adversarial Autoencoders

  #42 opened 3 years ago by subinium
  0

• Swapping Autoencoder for Deep Image Manipulation

  #41 opened 3 years ago by subinium
  0

• On the "steerability" of generative adversarial networks

  #40 opened 3 years ago by subinium
  1

• SinGAN: Learning a Generative Model from a Single Natural Image

  #39 opened 3 years ago by subinium
  2

• Analyzing and Improving the Image Quality of StyleGAN

  #30 opened 3 years ago by subinium
  2

• GANSpace: Discovering Interpretable GAN Controls

  #38 opened 3 years ago by subinium
  2

• Generative Hierarchical Features from Synthesizing Images

  #37 opened 3 years ago by subinium
  0

• Large Scale GAN Training for High Fidelity Natural Image Synthesis

  #35 opened 3 years ago by subinium
  2

• Self-Attention Generative Adversarial Networks

  #36 opened 3 years ago by subinium
  3

• Wasserstein GAN

  #34 opened 3 years ago by subinium
  0

• U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation

  #33 opened 3 years ago by subinium
  0

• Image-to-Image Translation with Conditional Adversarial Networks

  #32 opened 3 years ago by subinium
  1

• Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

  #31 opened 3 years ago by subinium
  0

• A Style-Based Generator Architecture for Generative Adversarial Networks

  #28 opened 3 years ago by subinium
  2

• Progressive Growing of GANs for Improved Quality, Stability, and Variation

  #29 opened 3 years ago by subinium
  2

• Deep Learning: A Critical Appraisal

  #26 opened 3 years ago by subinium
  1

• Designing Theory-Driven User-Centric Explainable AI

  #25 opened 3 years ago by subinium
  0

• DetCo: Unsupervised Contrastive Learning for Object Detection

  #24 opened 3 years ago by subinium
  0

• Evaluating the visualization of what a Deep Neural Network has learned

  #23 opened 3 years ago by subinium
  0

• A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems

  #22 opened 3 years ago by subinium
  1

• Measuring the Quality of Explanations: The System Causability Scale (SCS)

  #19 opened 3 years ago by subinium
  1

• Explaining Explanations: An Overview of Interpretability of Machine Learning

  #21 opened 3 years ago by subinium
  0

• TabNet: Attentive Interpretable Tabular Learning

  #17 opened 3 years ago by subinium
  0

• Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

  #14 opened 3 years ago by subinium
  4

• "Why Should I Trust You?": Explaining the Predictions of Any Classifier

  #18 opened 3 years ago by subinium
  0

• On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

  #16 opened 3 years ago by subinium
  2

• Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

  #15 opened 3 years ago by subinium
  0

• ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

  #12 opened 3 years ago by subinium
  2

• ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

  #11 opened 3 years ago by subinium
  2

• RoBERTa: A Robustly Optimized BERT Pretraining Approach

  #10 opened 3 years ago by subinium
  3

• XLNet: Generalized Autoregressive Pretraining for Language Understanding

  #9 opened 3 years ago by subinium
  3

• Neural Ordinary Differential Equations

  #13 opened 3 years ago by subinium
  0

• An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

  #8 opened 3 years ago by subinium
  2

• End-to-End Object Detection with Transformers

  #7 opened 3 years ago by subinium
  3

• A Simple Framework for Contrastive Learning of Visual Representations

  #6 opened 3 years ago by subinium
  3

• Attention Is All You Need

  #1 opened 3 years ago by subinium
  4

• GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

  #3 opened 3 years ago by subinium
  1

• Deep contextualized word representations

  #2 opened 3 years ago by subinium
  3

• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

  #4 opened 3 years ago by subinium
  3

• Momentum Contrast for Unsupervised Visual Representation Learning

  #5 opened 3 years ago by subinium
  3