機械学習論文翻訳

• Poisson Surface Reconstruction [2006]
  • 未翻訳 → 翻訳完了 (2023/3/26)
• Understanding the difficulty of training deep feedforward neural networks (Xavier の初期化) [13 May 2010]
  • 翻訳完了 (2022/4/15)
• Transforming Auto-encoders
  • 未翻訳（たぶん当分翻訳しない）
• ImageNet Classification with Deep Convolutional Neural Networks (AlexNet) [3 Dec 2012]
  • 翻訳完了 (2022/4/3)
• Auto-Encoding Variational Bayes [20 Dec 2013]
  • 未翻訳 → 翻訳完了 (2023/1/22)
• Generative Adversarial Networks (GAN) [10 Jun 2014]
  • 未翻訳

• Neural Machine Translation by Jointly Learning to Align and Translate (RNNsearch; Attention) [1 Sep 2014]

  • 未翻訳 → 翻訳中 (2021/5/31) → 大雑把な翻訳完了 (2021/7/13) → 翻訳完了 (2021/7/15)

• Very Deep Convolutional Networks for Large-Scale Image Recognition (VGG) [4 Sep 2014]

  • 未翻訳 → 翻訳完了 (2022/4/26)
• Conditional Generative Adversarial Nets (CGAN) [6 Nov 2014]
  • 翻訳完了 (2021/5/28)
• Fully Convolutional Networks for Semantic Segmentation (FCN) [14 Nov 2014]
  • 未翻訳 → 翻訳完了 (2022/4/18)
• Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification (He の初期化) [6 Feb 2015]
  • 未翻訳 → 翻訳完了 (2022/4/17)
• Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (バッチ正規化) [11 Feb 2015]
  • 未翻訳 → 翻訳中 (2022/12/20) → 翻訳完了 (2022/12/21)
• Distilling the Knowledge in a Neural Network [9 Mar 2015]
  • 未翻訳 → 翻訳完了 (2023/4/23)
• Deep Unsupervised Learning using Nonequilibrium Thermodynamics (DPM) [12 Mar 2015]
  • 未翻訳 → 翻訳中 (2022/9/15) → 翻訳完了 (2022/12/22)
• U-Net: Convolutional Networks for Biomedical Image Segmentation [18 May 2015]
  • 未翻訳 → 翻訳完了 (2022/4/19)
• You Only Look Once: Unified, Real-Time Object Detection (YOLO) [8 Jun 2015]
  • 翻訳中 (2021/12/22) → 翻訳完了 (2021/12/26)
• DeepFont: Identify Your Font from An Image [12 Jul 2015]
  • 未翻訳
• Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding [1 Oct 2015]
  • 未翻訳 → 翻訳完了 (2023/12/21)
• Deep Residual Learning for Image Recognition (ResNet) [10 Dec 2015]
  • 未翻訳 → 翻訳完了 (2022/4/24)
• XGBoost: A Scalable Tree Boosting System [9 Mar 2016]
  • 翻訳完了 (2022/3/28)
• Instance Normalization: The Missing Ingredient for Fast Stylization (インスタンス正規化) [27 Jul 2016]
  • 未翻訳 → 翻訳中 (2022/12/21) → 翻訳完了 (2022/12/21)
• Image-to-Image Translation with Conditional Adversarial Networks (Pix2pix) [21 Nov 2016]
  • 翻訳完了 (2021/5/19)
• YOLO9000: Better, Faster, Stronger (YOLO9000) [25 Dec 2016]
  • 翻訳中 (2021/12/26) → 翻訳完了 (2021/12/26)
• Spectral Normalization for Generative Adversarial Networks [16 Feb 2018]
  • 翻訳完了 (2024/3/25)
• ASCII Art Synthesis with Convolutional Networks (DeepAA) [12 Mar 2017]
  • 翻訳完了 (2022/3/12)
• Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks (CycleGAN) [30 Mar 2017]
  • 翻訳中 → 翻訳完了 (2021/5/31)
• Spectral Norm Regularization for Improving the Generalizability of Deep Learning [31 May 2017]
  • 翻訳完了 (2024/3/25)
• Attention Is All You Need (Transformer) [12 Jun 2017]
  • 未翻訳 → 翻訳中 (2021/7/16) → 大雑把な翻訳完了 (2021/7/19) → 翻訳完了 (2021/7/24)
• LightGBM: A Highly Efficient Gradient Boosting Decision Tree [4 Dec 2017]
  • 翻訳完了 (2022/4/10)
• Spectral Normalization for Generative Adversarial Networks (SNGAN) [16 Feb 2018]
  • 未翻訳
• YOLOv3: An Incremental Improvement [8 Apr 2018]
  • 未翻訳 → 翻訳中 (2021/12/21) → 翻訳完了 (2021/12/22)
• Attention-GAN for Object Transfiguration in Wild Images [19 Mar 2018]
  • 翻訳しようかどうか検討中。
• Self-Attention Generative Adversarial Networks (SAGAN) [21 May 2018]
  • 未翻訳 → 翻訳中 (2021/7/24) → 大雑把な翻訳完了 (2021/7/25) → 翻訳完了 (2021/7/26)
• Improving Language Understanding by Generative Pre-Training (GPT-1) [11 June 2018]
  • 未翻訳 → 翻訳完了 (2023/4/10)
• The Unusual Effectiveness of Averaging in GAN Training (EMA_GAN) [12 Jun 2018]
  • 未翻訳 → 翻訳中 (2021/7/27) → 大雑把な翻訳完了 (2021/7/28) → 翻訳完了 (2021/8/1)
• Normalization in Training U-Net for 2D Biomedical Semantic Segmentation [11 Sep 2018]
  • 未翻訳 → 翻訳完了 (2023/1/3)
• Large Scale GAN Training for High Fidelity Natural Image Synthesis (BigGAN) [28 Sep 2018]
  • 未翻訳
• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding [11 Oct 2018]
  • 未翻訳 → 翻訳中 (2021/11/6) → 翻訳完了 (2021/12/14)
• A Style-Based Generator Architecture for Generative Adversarial Networks (StyleGAN) [12 Dec 2018]
  • 未翻訳
• Language Models are Unsupervised Multitask Learners (GPT-2) [14 Feb 2019]
  • 未翻訳 → 翻訳完了 (2023/4/14)
• A Learned Representation for Scalable Vector Graphics (SVG-VAE) [4 Apr 2019]
  • 未翻訳 → 翻訳中 (2021/12/31)
• Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding [20 Apr 2019]
  • 未翻訳 → 翻訳完了 (2023/4/25)
• TensorNetwork for Machine Learning [7 Jun 2019]
  • 翻訳完了 (2024/4/25)
• Stacked Capsule Autoencoders [17 Jun 2019]
  • 未翻訳（たぶん当分翻訳しない）
• U-Net Training with Instance-Layer Normalization [21 Aug 2019]
  • 未翻訳 → 翻訳完了 (2022/12/31)
• FontRNN: Generating Large-scale Chinese Fonts via Recurrent Neural Network [14 Nov 2019] [source]
  • 未翻訳（たぶん当分翻訳しない）
• Tensor Networks for Medical Image Classification [21 Apr 2020]
  • 翻訳完了 (2024/4/23)
• YOLOv4: Optimal Speed and Accuracy of Object Detection [23 Apr 2020]
  • 未翻訳
• End-to-End Object Detection with Transformers (DETR) [6 May 2020]
  • 未翻訳 → 翻訳中 (2021/12/14) → 翻訳完了 (2021/12/20)
• The Equivalence of Fourier-based and Wasserstein Metrics on Imaging Problems [13 May 2020]
  • 未翻訳 → 翻訳完了 (2024/2/22)
• NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis [19 Mar 2020]
  • 未翻訳 → 翻訳完了 (2023/2/19)
• Few-shot Compositional Font Generation with Dual Memory (DM-Font) [21 May 2020]
  • 翻訳完了 (2021/10/5)
• Language Models are Few-Shot Learners (GPT-3) [28 May 2020]
  • 未翻訳 → 翻訳完了 (2023/4/22)
• Anomaly Detection with Tensor Networks (ADTN) [3 Jun 2020]
  • 翻訳完了 (2024/4/21)
• Denoising Diffusion Probabilistic Models (DDPM) [19 Jun 2020]
  • 未翻訳 → 翻訳完了 (2022/12/25)
• DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation [22 Jul 2020]
  • 未翻訳 → 翻訳中 (2021/12/30) → 翻訳完了 (2021/12/31)
• Differentiable Vector Graphics Rasterization for Editing and Learning [9 Sep 2020]
  • 翻訳中 (2021/12/26) → 翻訳完了 (2021/12/30)
• Denoising Diffusion Implicit Models (DDIM) [6 Oct 2020]
  • 未翻訳 → 翻訳完了 (2022/12/25)
• An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale (Vision Transformer) [22 Oct 2020]
  • 翻訳完了 (2021/5/28)
• Score-Based Generative Modeling through Stochastic Differential Equations [26 Nov 2020]
  • 未翻訳
• RepVGG: Making VGG-style ConvNets Great Again [11 Jan 2021]
  • 翻訳完了 (2021/5/27)
• Improved Denoising Diffusion Probabilistic Models [18 Feb 2021]
  • 未翻訳 → 翻訳完了 (2023/3/21)
• Learning Transferable Visual Models From Natural Language Supervision (CLIP) [26 Feb 2021]
  • 未翻訳 → 翻訳完了 (2023/3/12)
• Swin Transformer: Hierarchical Vision Transformer using Shifted Windows [25 Mar 2021]
  • 未翻訳 → 翻訳完了 (2023/12/24)
• Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts (MX-Font) [2 Apr 2021]
  • 翻訳完了 (2021/6/13)
• MLP-Mixer: An all-MLP Architecture for Vision [4 May 2021]
  • 未翻訳
• Diffusion Models Beat GANs on Image Synthesis [11 May 2021]
  • 未翻訳 → 翻訳完了 (2023/2/26)
• Pay Attention to MLPs [17 May 2021]
  • 未翻訳
• LoRA: Low-Rank Adaptation of Large Language Models [17 Jun 2021]
  • 未翻訳
• Contextual Transformer Networks for Visual Recognition [26 Jul 2021]
  • 未翻訳
• DeepVecFont: Synthesizing High-quality Vector Fonts via Dual-modality Learning [13 Oct 2021]
  • 未翻訳 → 翻訳中 (2021/10/14) → 翻訳完了 (2021/10/17)
• Swin Transformer V2: Scaling Up Capacity and Resolution [18 Nov 2021]
  • 未翻訳 → 翻訳完了 (2023/12/24)
• High-Resolution Image Synthesis with Latent Diffusion Models (Latent Diffusion) [20 Dec 2021]
  • 未翻訳 → 翻訳完了 (2023/1/3)
• Few-shot Font Generation with Weakly Supervised Localized Representations [22 Dec 2021] ([2009.11042] Few-shot Font Generation with Localized Style Representations and Factorization のブラッシュアップ版？)
  • 未翻訳（たぶん当分翻訳しない）
• Patches Are All You Need? (ConvMixer) [24 Jan 2022]
  • 未翻訳 → 翻訳完了 (2023/3/13)
• Chain-of-Thought Prompting Elicits Reasoning in Large Language Models (CoT) [28 Jan 2022]
  • 未翻訳（たぶん当分翻訳しない）
• Recurrent Memory Transformer [14 Jul 2022]
  • 未翻訳 → 翻訳完了 (2023/4/28)
• Classifier-Free Diffusion Guidance [26 Jul 2022]
  • 未翻訳 → 翻訳完了 (2023/2/24)
• Batch Normalization Explained [29 Sep 2022]
  • 未翻訳
• Hungry Hungry Hippos: Towards Language Modeling with State Space Models [28 Dec 2022]
  • 未翻訳
• Improving and generalizing flow-based generative models with minibatch optimal transport [1 Feb 2023]
  • 未翻訳 → 翻訳完了 (2023/12/25)
• Adding Conditional Control to Text-to-Image Diffusion Models [10 Feb 2023]
  • 未翻訳 → 翻訳中 (2023/3/4) → 翻訳完了 (2023/3/5)
• Symbolic Discovery of Optimization Algorithms (Lion) [13 Feb 2023]
  • 未翻訳
• Consistency Models [2 Mar 2023]
  • 未翻訳 → 翻訳中 (2023/3/5) → 翻訳完了 (2023/3/6)
• Diffusion Models are Minimax Optimal Distribution Estimators [3 Mar 2023]
  • 未翻訳
• GPT-4 Technical Report (GPT-4) [15 Mar 2023]
  • 未翻訳 → 翻訳完了 (2023/5/1)
• FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization [24 Mar 2023]
  • 未翻訳
• CF-Font: Content Fusion for Few-shot Font Generation [24 Mar 2023]
  • 未翻訳 → 翻訳完了 (2023/6/29)
• Scaling Transformer to 1M tokens and beyond with RMT [19 Apr 2023]
  • 未翻訳 → 翻訳完了 (2023/4/26)
• Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference [6 Oct 2023]
  • 未翻訳 → 翻訳完了 (2023/12/30)
• Tensor Networks for Explainable Machine Learning in Cybersecurity [5 Jan 2024]
  • 未翻訳 → 翻訳完了 (2024/3/15)

今日時点で翻訳完了したの 4 本か・・・。遅いな・・・。

＊＊＊＊＊

12/20 で翻訳完了したの 14 本。半年くらいだから毎月 2 本くらいか。まぁ、全体翻訳だからこんなもんかな。

＊＊＊＊＊

2021 年は 19 本。

＊＊＊＊＊

2022 年は 16 本。

＊＊＊＊＊

2023 年は 26 本。