life_long_learning.aux 3.2 KB

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  1. \relax
  2. \citation{Prabhu2020GDumbAS}
  3. \@writefile{toc}{\contentsline {section}{\numberline {1}Requirements of CL Literature}{1}}
  4. \@writefile{toc}{\contentsline {section}{\numberline {2}Survey Papers / Meta Papers}{1}}
  5. \@writefile{toc}{\contentsline {paragraph}{GDumb: A Simple Approachthat Questions Our Progressin Continual Learning}{1}}
  6. \citation{Lomonaco2020CVPR2C}
  7. \citation{Pellegrini2020LatentRF}
  8. \citation{shin2017continual}
  9. \@writefile{toc}{\contentsline {paragraph}{CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions}{2}}
  10. \citation{Aljundi2019OnlineCL}
  11. \citation{Aljundi2019GradientBS}
  12. \@writefile{toc}{\contentsline {section}{\numberline {3}Papers}{3}}
  13. \@writefile{toc}{\contentsline {subsection}{\numberline {3.1}Rehersal Based Mehthods}{3}}
  14. \@writefile{toc}{\contentsline {paragraph}{Online Continual Learning with Maximally Interfered Retrieval}{3}}
  15. \@writefile{toc}{\contentsline {paragraph}{Gradient based sample selection for online continuallearning}{3}}
  16. \citation{Pelosin2021MoreIB}
  17. \citation{Knoblauch2020OptimalCL}
  18. \@writefile{toc}{\contentsline {paragraph}{Random Sampling with a Reservoir }{4}}
  19. \@writefile{toc}{\contentsline {paragraph}{More Is Better: An Analysis of InstanceQuantity/Quality Trade-off in Rehearsal-basedContinual Learning}{4}}
  20. \citation{Pellegrini2020LatentRF}
  21. \citation{Maltoni2019ContinuousLI}
  22. \citation{li2017learning}
  23. \citation{rebuffi2017icarl}
  24. \@writefile{toc}{\contentsline {paragraph}{Latent Replay for Real-Time Continual Learning}{5}}
  25. \@writefile{toc}{\contentsline {subsection}{\numberline {3.2}Kowledge Distillation}{5}}
  26. \citation{kirkpatrick2017overcoming}
  27. \@writefile{toc}{\contentsline {paragraph}{iCaRL: Incremental Classifier and Representation Learning}{6}}
  28. \@writefile{toc}{\contentsline {subsection}{\numberline {3.3}Regularization Approaches}{6}}
  29. \citation{chaudhry2018riemannian}
  30. \citation{lopez2017gradient}
  31. \@writefile{toc}{\contentsline {paragraph}{Riemannian Walk for Incremental Learning:Understanding Forgetting and Intransigence}{7}}
  32. \citation{Maltoni2019ContinuousLI}
  33. \citation{zenke2017continual}
  34. \citation{Lomonaco2020RehearsalFreeCL}
  35. \citation{Pellegrini2020LatentRF}
  36. \citation{Lomonaco2020RehearsalFreeCL}
  37. \@writefile{toc}{\contentsline {paragraph}{Gradient Episodic Memory for Continual Learning}{8}}
  38. \@writefile{toc}{\contentsline {paragraph}{Continuous Learning in Single-Incremental-Task Scenarios}{8}}
  39. \bibstyle{abbrv}
  40. \bibdata{life_long_leaning}
  41. \bibcite{Aljundi2019OnlineCL}{1}
  42. \bibcite{Aljundi2019GradientBS}{2}
  43. \bibcite{chaudhry2018riemannian}{3}
  44. \@writefile{toc}{\contentsline {subsection}{\numberline {3.4}Parameter Isolation}{9}}
  45. \@writefile{toc}{\contentsline {paragraph}{Conditional Channel Gated Networks for Task-Aware Continual Learning}{9}}
  46. \bibcite{kirkpatrick2017overcoming}{4}
  47. \bibcite{Knoblauch2020OptimalCL}{5}
  48. \bibcite{li2017learning}{6}
  49. \bibcite{Lomonaco2020RehearsalFreeCL}{7}
  50. \bibcite{Lomonaco2020CVPR2C}{8}
  51. \bibcite{lopez2017gradient}{9}
  52. \bibcite{Maltoni2019ContinuousLI}{10}
  53. \bibcite{Pellegrini2020LatentRF}{11}
  54. \bibcite{Pelosin2021MoreIB}{12}
  55. \bibcite{Prabhu2020GDumbAS}{13}
  56. \bibcite{rebuffi2017icarl}{14}
  57. \bibcite{shin2017continual}{15}
  58. \bibcite{zenke2017continual}{16}