AkiraTOSEI ML_papers issues

AkiraTOSEI / ML_papers

ML_paper_summary(in Japanese)

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Training Generative Adversarial Networks with Limited Data

#87 AkiraTOSEI opened 3 years ago
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Large-scale detection and categorization of oil spills from SAR images with deep learning

#86 AkiraTOSEI opened 3 years ago
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FCOS: Fully Convolutional One-Stage Object Detection

#85 AkiraTOSEI opened 3 years ago
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Funnel Activation for Visual Recognition

#84 AkiraTOSEI opened 3 years ago
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Big Bird: Transformers for Longer Sequences

#83 AkiraTOSEI opened 3 years ago
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TSIT: A Simple and Versatile Framework for Image-to-Image Translation

#82 AkiraTOSEI opened 3 years ago
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PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration

#81 AkiraTOSEI opened 3 years ago
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The Surprising Effectiveness of Linear Unsupervised Image-to-Image Translation

#80 AkiraTOSEI opened 3 years ago
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A Simple Framework for Contrastive Learning of Visual Representations

#79 AkiraTOSEI opened 3 years ago
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Prototypical Contrastive Learning of Unsupervised Representations

#78 AkiraTOSEI opened 3 years ago
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Collaborative Video Object Segmentation by Foreground-Background Integration

#77 AkiraTOSEI opened 3 years ago
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Improved Baselines with Momentum Contrastive Learning

#76 AkiraTOSEI opened 3 years ago
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Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax

#75 AkiraTOSEI opened 3 years ago
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Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

#74 AkiraTOSEI opened 3 years ago
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Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection

#73 AkiraTOSEI opened 3 years ago
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SF-Net: Single-Frame Supervision for Temporal Action Localization

#72 AkiraTOSEI opened 3 years ago
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GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework

#71 AkiraTOSEI opened 3 years ago
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Aligning Videos in Space and Time

#70 AkiraTOSEI opened 3 years ago
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Flow-edge Guided Video Completion

#69 AkiraTOSEI opened 4 years ago
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Dynamic Refinement Network for Oriented and Densely Packed Object Detection

#68 AkiraTOSEI opened 4 years ago
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X3D: Expanding Architectures for Efficient Video Recognition

#67 AkiraTOSEI opened 4 years ago
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Designing Network Design Spaces

#66 AkiraTOSEI opened 4 years ago
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The Hessian Penalty:A Weak Prior for Unsupervised Disentanglement

#65 AkiraTOSEI opened 4 years ago
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Texture Hallucination for Large-Factor Painting Super-Resolution

#64 AkiraTOSEI opened 4 years ago
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Attention-Based Query Expansion Learning

#63 AkiraTOSEI opened 4 years ago
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Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation

#62 AkiraTOSEI opened 4 years ago
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Meta-Sim: Learning to Generate Synthetic Datasets

#61 AkiraTOSEI opened 4 years ago
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SRFlow: Learning the Super-Resolution Space with Normalizing Flow

#60 AkiraTOSEI opened 4 years ago
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Evolving Losses for Unsupervised Video Representation Learning

#59 AkiraTOSEI opened 4 years ago
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Whitening and second order optimization both destroy information about the dataset, and can make generalization impossible

#58 AkiraTOSEI opened 4 years ago
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The Computational Limits of Deep Learning 

#57 AkiraTOSEI opened 4 years ago
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Image Augmentations for GAN Training

#56 AkiraTOSEI opened 4 years ago
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Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning

#55 AkiraTOSEI opened 4 years ago
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Fast and Accurate Network Embeddings via Very Sparse

#54 AkiraTOSEI opened 4 years ago
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Learning Stereo from Single Images

#53 AkiraTOSEI opened 4 years ago
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Self-supervised learning through the eyes of a child

#52 AkiraTOSEI opened 4 years ago
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Rethinking Image Deraining via Rain Streaks and Vapors

#51 AkiraTOSEI opened 4 years ago
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Towards Visually Explaining Variational Autoencoders

#50 AkiraTOSEI opened 4 years ago
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Adversarially-Trained Deep Nets Transfer Better

#49 AkiraTOSEI opened 4 years ago
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COCO-FUNIT:Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder

#48 AkiraTOSEI opened 4 years ago
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Learning To Classify Images Without Label

#47 AkiraTOSEI opened 4 years ago
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Vid2Player: Controllable Video Sprites that Behave and Appear like Professional Tennis Players

#46 AkiraTOSEI opened 4 years ago
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15 Keypoints Is All You Need

#45 AkiraTOSEI opened 4 years ago
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Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels

#44 AkiraTOSEI opened 4 years ago
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Feature Space Augmentation for Long-Tailed Data

#43 AkiraTOSEI opened 4 years ago
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Visual Chirality

#42 AkiraTOSEI opened 4 years ago
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Dice Loss for Data-imbalanced NLP Tasks

#41 AkiraTOSEI opened 4 years ago
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Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation

#40 AkiraTOSEI opened 4 years ago
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DEFINE: DEEP FACTORIZED INPUT TOKEN EMBEDDINGS FOR NEURAL SEQUENCE MODELING

#39 AkiraTOSEI opened 4 years ago
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T: Very Deep and Light-weight Transformer

#38 AkiraTOSEI opened 4 years ago
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