DLHacks

Shake-drop by keras

[DLHacks]Topic‑Aware Neural KeyphraseGeneration for Social Media Language

[DLHacks]XLNet を動かして可視化してみた

Objects as Points

Deterministic Variational Inference for RobustBayesian Neural Networks (ICLR2019)

Deformable GANs for Pose-based Human Image Generation

The Neural Process Family−Neural Processes関連の実装を読んで動かしてみる−

“Simple Online Realtime Tracking with a Deep Association Metric [1] “

tensorflow/privacy Task-Embedded Control Networks for Few-Shot Imitation Learning

Pretraining-Based Natural Language Generation for Text Summarization ～BERTから考える要約のこれまでとこれから～

Adversarial Personalized Ranking for Recommendation

Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning

PyTorch, PixyzによるGenerative Query Networkの実装

ニューラル固有表現抽出器を実装してみた話

Modeling Relational Data with Graph Convolutional Networks

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

OCNet: Object Context Networkfor Scene Parsing

Video-to-Video Synthesis

Semi-Supervised Classification with Graph Convolutional Networks

Model-Agnostic Meta-Learning for Fast Adaptation of Deep Network

Deep Learning with Differential Privacy Martin Abadi et al

Everybody Dance Now

One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning

AVID: Adversarial Visual Irregularity Detection

Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme

Self-Attention Generative Adversarial Networks

Random Erasing Data Augmentationとデータの前処理module@tensorflow

Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary

Privacy-preserving generative deep neural networks support clinical data sharing

Fast and Accurate Entity Recognition with Iterated Dilated Convolutions

Semantic Instance Segmentation with a Discriminative Loss Function

Shake-Shake regularization Improved Regularization of Convolutional Neural Networks with Cutout

Power-Normalized Cepstral Coefficients (PNCC) for Robust Speech Recognition

Variational Approaches For Auto-Encoding Generative Adversarial Networks

Learning Cross-modal Embeddings for Cooking Recipes and Food Images[CVPR 2017]

Pruning Convolutional Neural Networks for Resource Efficient Inference

Recurrent Ladder Networks

Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions

Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling

Attention is All You Need

Privacy-preserving generative deep neural networks support clinical data sharing

Deep Sense: A Unified Deep Learning Framework for Time-SeriesMobile Sensing Data Processing

Playing FPS Games with Deep Reinforcement Learning

StyleNet: Generating Attractive Visual Captions with Styles

Human-level control through deep reinforcement learning

MIDINET: A Convolutional Generative Adversarial Network For Symbolic-Domain Music Generation

Photographic Image Synthesis with Cascaded Refinement Networks

A simple neural network module for relational reasoning

Representation Learning by Rotating Your Faces

The Conditional Analogy GAN: Swapping Fashion Articles on People Images

Fully Convolutional Instance-aware Semantic Segmentation

Network Dissection: Quantifying Interpretability of Deep Visual Representations

Perceptual Adversarial Networks for Image-to-Image Transformation

Neural Machine Translation in Linear Time

How to Train Your DRAGAN

Adversarial Feature Matching for Text Generation

StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

The Statistical Recurrent Unit

DeepPose: Human Pose Estimation via Deep Neural Networks