kiccho1101/paper

Issues

• Knowledge Distillation: A Survey

  #55 opened 4 years ago by kiccho1101
  0

• Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

  #54 opened 4 years ago by kiccho1101
  0

• Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case

  #53 opened 4 years ago by kiccho1101
  0

• Distilling the Knowledge in a Neural Network

  #52 opened 4 years ago by kiccho1101
  0

• Born Again Neural Networks

  #51 opened 4 years ago by kiccho1101
  0

• Symmetric Cross Entropy for Robust Learning with Noisy Labels

  #50 opened 4 years ago by kiccho1101
  0

• Self-training with Noisy Student improves ImageNet classification

  #49 opened 4 years ago by kiccho1101
  0

• Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey

  #46 opened 4 years ago by kiccho1101
  0

• Transformers in Vision: A Survey

  #45 opened 4 years ago by kiccho1101
  0

• An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

  #44 opened 4 years ago by kiccho1101
  0

• TabNet: Attentive Interpretable Tabular Learning

  #43 opened 4 years ago by kiccho1101
  0

• TabTransformer: Tabular Data Modeling Using Contextual Embeddings

  #42 opened 4 years ago by kiccho1101
  0

• A Self-Attentive model for Knowledge Tracing

  #41 opened 4 years ago by kiccho1101
  0

• SAINT+: Integrating Temporal Features for EdNet Correctness Prediction

  #40 opened 4 years ago by kiccho1101
  0

• Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing

  #39 opened 4 years ago by kiccho1101
  0

• FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval

  #18 opened 5 years ago by kiccho1101
  4

• A Framework for Recommending Accurate and Diverse Items Using Bayesian Graph Convolutional Neural Networks

  #37 opened 4 years ago by kiccho1101
  0

• A Data Driven Graph Generative Model for Temporal Interaction Networks (KDD 2020)

  #36 opened 4 years ago by kiccho1101
  0

• A causal look at statistical definitions of discrimination (2020 KDD)

  #35 opened 4 years ago by kiccho1101
  0

• A Block Decomposition Algorithm for Sparse Optimization (2020 KDD)

  #34 opened 4 years ago by kiccho1101
  0

• Kubernetes for MLOps

  #32 opened 4 years ago by kiccho1101
  1

• Big Bird: Transformers for Longer Sequences

  #33 opened 4 years ago by kiccho1101
  0

• Exploring Self-attention for Image Recognition (2020)

  #31 opened 4 years ago by kiccho1101
  1

• Unifying Deep Local and Global Features for Image Search (2020)

  #30 opened 4 years ago by kiccho1101
  1

• End-to-End Object Detection with Transformers

  #28 opened 5 years ago by kiccho1101
  0

• YOLOv4: Optimal Speed and Accuracy of Object Detection

  #27 opened 5 years ago by kiccho1101
  0

• DAGs with NO TEARS: Continuous Optimization for Structure Learning

  #26 opened 5 years ago by kiccho1101
  0

• Tabular Data Binary Classification: All Tips and Tricks from 5 Kaggle Competitions

  #25 opened 5 years ago by kiccho1101
  0

• Writing Data Pipelines with Kedro

  #24 opened 5 years ago by kiccho1101
  0

• MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018

  #21 opened 5 years ago by kiccho1101
  0

• Statistical Inference

  #23 opened 5 years ago by kiccho1101
  0

• 11. Minimizing _x_ Subject to Ax = b

  #22 opened 5 years ago by kiccho1101
  0

• PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization

  #20 opened 5 years ago by kiccho1101
  0

• On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines (2020)

  #19 opened 5 years ago by kiccho1101
  2

• A Primer in BERTology: What we know about how BERT works (2020)

  #14 opened 5 years ago by kiccho1101
  2

• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (2018, Cited by 5211)

  #11 opened 5 years ago by kiccho1101
  1

• BioBERT: a pre-trained biomedical language representation model for biomedical text mining

  #12 opened 5 years ago by kiccho1101
  2

• Language Models are Few-Shot Learners (2020)

  #17 opened 5 years ago by kiccho1101
  0

• Introduction to Linear Algebra

  #15 opened 5 years ago by kiccho1101
  1

• Convex Optimization

  #16 opened 5 years ago by kiccho1101
  1

• Neural Controlled Differential Equations for Irregular Time Series (2020)

  #13 opened 5 years ago by kiccho1101
  0

• Conditional Time Series Forecasting with Convolutional Neural Networks (2017, cited by 128)

  #4 opened 5 years ago by kiccho1101
  0

• Attention Is All You Need (2017, Cited by 7658)

  #9 opened 5 years ago by kiccho1101
  7

• Neural Machine Translation by Jointly Learning to Align and Translate (2014, Cited by 11477)

  #10 opened 5 years ago by kiccho1101
  2

• Learnings from Kaggle's Forecasting Competitions

  #7 opened 5 years ago by kiccho1101
  4

• Stable Forecasting of Environmental Time Series via Long Short Term Memory Recurrent Neural Network

  #8 opened 5 years ago by kiccho1101
  0

• github.com/sjvasquez/web-traffic-forecasting

  #6 opened 5 years ago by kiccho1101
  0

• A Novel Time Series based Seq2Seq Model for Temperature Prediction in Firing Furnace Process (2019)

  #5 opened 5 years ago by kiccho1101
  0

• catch22: CAnonical Time-series CHaracteristics (2019)

  #3 opened 5 years ago by kiccho1101
  2

• Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation (2014, cited by 8600)

  #2 opened 5 years ago by kiccho1101
  5