Articles
- 2024/10/24 Paper Review: Man is to computer programmer as woman is to homemaker? Debiasing word embeddings
- 2024/10/22 Paper Review: Sequence to sequence learning with neural networks
- 2024/10/15 Paper Review 26: Distributed representation of words and phrases and their compositionality (Negative Sampling)
- 2024/10/11 Paper Review 25: Efficient Estimation of Word Representations in Vector Space
- 2024/10/10 Paper Review 24: A Neural Probabilistic Language Model
- 2024/10/07 Paper Review 23: Linguistic Regularities in Continuous Space Word Representations
- 2024/10/03 Paper Review 22: Visualizing Data using t-SNE
- 2024/10/03 Entropy, Cross-entropy, KL Divergence and JSD
- 2024/10/01 Paper Review 21: Long Term Short Memory (LSTM)
- 2024/09/26 Paper Review 20: Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
- 2024/09/25 Paper Review 19: On the properties of neural machine translation: Encoder-decoder approaches
- 2024/09/23 Paper Review 18: A Neural Algorithm of Artistic Style
- 2024/09/18 Paper Review 15: DeepFace: Closing the Gap to Human-Level Performance in Face Verification
- 2024/09/01 Paper Review 14: U-Net: Convolutional Networks for Biomedical Image Segmentation
- 2024/09/01 Paper Review 13: YOLO9000: Better, Faster, Stronger
- 2024/08/28 Paper Review 12: Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
- 2024/08/27 Paper Review 11: Fast R-CNN
- 2024/08/22 Paper Review 10: Rich feature hierarchies for accurate object detection and semantic segmentation (R-CNN)
- 2024/08/21 Paper Review 9: You Only Look Once: Unified, Real-Time Object Detection (YOLOv1)
- 2024/08/21 Paper Review 8: OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks
- 2024/08/15 Paper Review 7: EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
- 2024/08/14 Paper Review 6: MobileNetV2: Inverted Residuals and Linear Bottlenecks
- 2024/08/12 Paper Review 5: MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications (MobileNetV1)
- 2024/08/03 Paper Review 4: Going Deeper with Convolutions (GoogLeNet)
- 2024/08/03 Paper Review 3: Network in Network
- 2024/08/02 Paper Review 2: Deep Residual Learning for Image Recognition (ResNet)
- 2024/07/29 Paper Review 1: ImageNet Classification with Deep Convolutional Neural Networks (AlexNet)