Research Papers

Latest research and academic insights in Data Science and ML

Featured Papers

Attention Is All You Need

Vaswani et al. - NeurIPS 2017

We propose a new simple network architecture, the Transformer, based solely on attention mechanisms, dispensing with recurrence and convolutions entirely...

Deep LearningNLPTransformers
1000 citations 5000 downloads

Deep Residual Learning for Image Recognition

He et al. - CVPR 2016

Deeper neural networks are more difficult to train. We present a residual learning framework to ease the training of networks that are substantially deeper than those used previously...

Computer VisionCNNResNet
800 citations 4000 downloads

Research Categories

Machine Learning

250 papers

  • Neural Networks
  • Reinforcement Learning
  • Optimization

Natural Language Processing

180 papers

  • Transformers
  • Language Models
  • Text Generation

Computer Vision

200 papers

  • Object Detection
  • Image Segmentation
  • GANs

Latest Publications

GPT-4: Advanced Language Understanding

2025

Exploring the capabilities and limitations of the latest language model...

ArXiv

Efficient Deep Learning for Computer Vision

2024

Novel approaches to reduce computational complexity in vision models...

ICCV

Advances in Federated Learning

2024

Privacy-preserving machine learning techniques for distributed systems...

ICML

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