Pin-Jiun Machine-Learing-NTU issues

Pin-Jiun / Machine-Learing-NTU

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17.3-HW15: Meta learning

#88 Pin-Jiun opened 1 year ago
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17.2-You can meta learn everything!

#87 Pin-Jiun opened 1 year ago
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17.1-Three steps in meta learning

#86 Pin-Jiun opened 1 year ago
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16.3-HW13: Compression

#85 Pin-Jiun opened 1 year ago
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16.2-Compression: else

#84 Pin-Jiun opened 1 year ago
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16.1-Compression: Pruning and the Lottery Ticket Hypothesis

#83 Pin-Jiun opened 1 year ago
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15.3-HW14: Life-long Learning

#82 Pin-Jiun opened 1 year ago
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15.2-LLL: Mitigating Catastrophic Forgetting

#81 Pin-Jiun opened 1 year ago
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15.1-Life-Long Learning-Catastrophic Forgetting

#80 Pin-Jiun opened 1 year ago
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14.6-HW12: RL

#78 Pin-Jiun opened 1 year ago
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14.5-Imitation Learning

#77 Pin-Jiun opened 1 year ago
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14.4-DRL: Reward Shaping

#76 Pin-Jiun opened 1 year ago
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14.3-DRL: Actor-Critic

#75 Pin-Jiun opened 1 year ago
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14.2-DRL: Policy Gradient

#74 Pin-Jiun opened 1 year ago
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14.1-Introduction of Deep Reinforcement Learning (RL)

#73 Pin-Jiun opened 1 year ago
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13.2-HW11: Domain Adaptation

#72 Pin-Jiun opened 1 year ago
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13.1-Domain Adaptation

#71 Pin-Jiun opened 1 year ago
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12.3-HW9: Explainable AI(2023)

#70 Pin-Jiun opened 1 year ago
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12.2-Explainable AI: Global Explanation

#69 Pin-Jiun opened 1 year ago
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12.1-Explainable AI

#68 Pin-Jiun opened 1 year ago
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11.3-HW10: Adversarial Attack(2023)

#67 Pin-Jiun opened 1 year ago
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11.2-Attack and Defense

#66 Pin-Jiun opened 1 year ago
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11.1-Adversarial Attack

#65 Pin-Jiun opened 1 year ago
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10.3-HW8: Auto-encoder Anomaly Detection(2023)

#64 Pin-Jiun opened 1 year ago
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10.2-Auto Encoders: Feature Disentangle and More Applications

#63 Pin-Jiun opened 1 year ago
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10.1-Auto encoder

#62 Pin-Jiun opened 1 year ago
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9.4-HW7: BERT

#61 Pin-Jiun opened 1 year ago
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9.3-GPT

#60 Pin-Jiun opened 1 year ago
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9.2-Fun Facts about BERT

#59 Pin-Jiun opened 1 year ago
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9.1-Self-Supervised Learning-BERT

#58 Pin-Jiun opened 1 year ago
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8.7-HW6: Generative Model

#57 Pin-Jiun opened 1 year ago
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8.6-GAN with unsupervised Learning - Cycle GAN

#56 Pin-Jiun opened 1 year ago
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8.5-Conditional GAN

#55 Pin-Jiun opened 1 year ago
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8.4-Evaluation of GAN

#54 Pin-Jiun opened 1 year ago
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8.3-Tips for GAN, WGAN

#53 Pin-Jiun opened 1 year ago
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8.2-Theory of GAN

#52 Pin-Jiun opened 1 year ago
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8.1-Basic GAN

#51 Pin-Jiun opened 1 year ago
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7.6-HW5:Transformer(2023)

#50 Pin-Jiun opened 1 year ago
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7.5-HW5:Transformer(2021)

#49 Pin-Jiun opened 1 year ago
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7.4-Transformer Training

#48 Pin-Jiun opened 1 year ago
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7.3-Transformer and Decoder

#47 Pin-Jiun opened 1 year ago
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7.2-Transformer and Encoder

#46 Pin-Jiun opened 1 year ago
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7.1-Tips for Training: Batch Normalization

#45 Pin-Jiun opened 1 year ago
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6.4-DataLoader parameter

#44 Pin-Jiun opened 1 year ago
2
6.3-HW4: Self-Attention

#42 Pin-Jiun opened 1 year ago
7
6.2-Self-Attention2

#41 Pin-Jiun opened 1 year ago
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6.1-Self-Attention

#40 Pin-Jiun opened 1 year ago
2
5.3-HW3: CNN

#39 Pin-Jiun opened 1 year ago
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5.2-Convolutional Neural Network (CNN)-2

#38 Pin-Jiun opened 1 year ago
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5.1-Convolutional Neural Network (CNN)

#37 Pin-Jiun opened 1 year ago
1