陳縕儂 Vivian NTU MiuLab

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臺灣大學資訊工程學系機器智慧與理解實驗室陳縕儂授課內容錄影

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National Taiwan University Information Science: Applications of Deep Learning | ADL 14.7: Multimo...

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.7: Multimo... 陳縕儂 Vivian NTU MiuLab

591 views - 1 month ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.6: CLIP & ...

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.6: CLIP & ... 陳縕儂 Vivian NTU MiuLab

262 views - 1 month ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.5: Self-Su...

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.5: Self-Su... 陳縕儂 Vivian NTU MiuLab

272 views - 1 month ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.4: Dual Le...

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.4: Dual Le... 陳縕儂 Vivian NTU MiuLab

291 views - 1 month ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.3: Variati...

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.3: Variati... 陳縕儂 Vivian NTU MiuLab

365 views - 1 month ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.2: Auto-En...

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.2: Auto-En... 陳縕儂 Vivian NTU MiuLab

300 views - 1 month ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.1: Beyond ...

National Taiwan University Information Science: Applications of Deep Learning | ADL 14.1: Beyond ... 陳縕儂 Vivian NTU MiuLab

808 views - 1 month ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 13.9: Convers...

National Taiwan University Information Science: Applications of Deep Learning | ADL 13.9: Convers... 陳縕儂 Vivian NTU MiuLab

261 views - 3 months ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 13.8: Theory-...

National Taiwan University Information Science: Applications of Deep Learning | ADL 13.8: Theory-... 陳縕儂 Vivian NTU MiuLab

162 views - 3 months ago

National Taiwan University Information Science & Technology: Applications of Deep Learning | ADL ...

National Taiwan University Information Science & Technology: Applications of Deep Learning | ADL ... 陳縕儂 Vivian NTU MiuLab

273 views - 3 months ago

National Taiwan University Information Science & Technology: Applications of Deep Learning | ADL ...

National Taiwan University Information Science & Technology: Applications of Deep Learning | ADL ... 陳縕儂 Vivian NTU MiuLab

272 views - 3 months ago

National Taiwan University Information Science & Technology: Applications of Deep Learning | ADL ...

National Taiwan University Information Science & Technology: Applications of Deep Learning | ADL ... 陳縕儂 Vivian NTU MiuLab

320 views - 3 months ago

National Taiwan University Information Science & Technology: Applications of Deep Learning | ADL ...

National Taiwan University Information Science & Technology: Applications of Deep Learning | ADL ... 陳縕儂 Vivian NTU MiuLab

223 views - 3 months ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 13.4: Tool Us...

National Taiwan University Information Science: Applications of Deep Learning | ADL 13.4: Tool Us... 陳縕儂 Vivian NTU MiuLab

246 views - 3 months ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 13.2: Tool Us...

National Taiwan University Information Science: Applications of Deep Learning | ADL 13.2: Tool Us... 陳縕儂 Vivian NTU MiuLab

457 views - 3 months ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 13.1: Learnin...

National Taiwan University Information Science: Applications of Deep Learning | ADL 13.1: Learnin... 陳縕儂 Vivian NTU MiuLab

678 views - 3 months ago

台大資訊深度學習之應用 | ADL 12.5: RL for Reasoning 探索自行演化出推理行為

台大資訊深度學習之應用 | ADL 12.5: RL for Reasoning 探索自行演化出推理行為陳縕儂 Vivian NTU MiuLab

313 views - 3 months ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 12.4: Learnin...

National Taiwan University Information Science: Applications of Deep Learning | ADL 12.4: Learnin... 陳縕儂 Vivian NTU MiuLab

473 views - 3 months ago

台大資訊深度學習之應用 | ADL 12.3: Test-Time Scaling 考試時多思考更好

台大資訊深度學習之應用 | ADL 12.3: Test-Time Scaling 考試時多思考更好陳縕儂 Vivian NTU MiuLab

453 views - 3 months ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 12.2: Short C...

National Taiwan University Information Science: Applications of Deep Learning | ADL 12.2: Short C... 陳縕儂 Vivian NTU MiuLab

257 views - 3 months ago

National Taiwan University Information Science: Applications of Deep Learning | ADL 12.1: What is...

National Taiwan University Information Science: Applications of Deep Learning | ADL 12.1: What is... 陳縕儂 Vivian NTU MiuLab

825 views - 3 months ago

台大資訊深度學習之應用 | ADL 11.5: Multi-Agent Systems 多人討論後效果更加

台大資訊深度學習之應用 | ADL 11.5: Multi-Agent Systems 多人討論後效果更加陳縕儂 Vivian NTU MiuLab

813 views - 3 months ago

台大資訊深度學習之應用 | ADL 11.4: Planning 達成長期目標進行短期規劃

台大資訊深度學習之應用 | ADL 11.4: Planning 達成長期目標進行短期規劃陳縕儂 Vivian NTU MiuLab

691 views - 3 months ago

台大資訊深度學習之應用 | ADL 11.3: Memory 長期記憶中有各種重要資訊

台大資訊深度學習之應用 | ADL 11.3: Memory 長期記憶中有各種重要資訊陳縕儂 Vivian NTU MiuLab

919 views - 3 months ago

台大資訊深度學習之應用 | ADL 11.2: Reasoning 推論以進行內部反思

台大資訊深度學習之應用 | ADL 11.2: Reasoning 推論以進行內部反思陳縕儂 Vivian NTU MiuLab

506 views - 3 months ago

台大資訊深度學習之應用 | ADL 11.1: Language Agents Introduction 最近熱門的語言模型 Agent 是甚麼？

台大資訊深度學習之應用 | ADL 11.1: Language Agents Introduction 最近熱門的語言模型 Agent 是甚麼？陳縕儂 Vivian NTU MiuLab

714 views - 3 months ago

台大資訊深度學習之應用 | ADL 10.3: Factuality for Hallucination Mitigation 減少幻想讓資訊更符合事實

台大資訊深度學習之應用 | ADL 10.3: Factuality for Hallucination Mitigation 減少幻想讓資訊更符合事實陳縕儂 Vivian NTU MiuLab

488 views - 3 months ago

台大資訊深度學習之應用 | ADL 10.2: Model Safety 模型不產生有害內容更安全

台大資訊深度學習之應用 | ADL 10.2: Model Safety 模型不產生有害內容更安全陳縕儂 Vivian NTU MiuLab

486 views - 3 months ago

台大資訊深度學習之應用 | ADL 10.1: Fairness for Bias Mitigation 如何讓有偏見的模型更公平?

台大資訊深度學習之應用 | ADL 10.1: Fairness for Bias Mitigation 如何讓有偏見的模型更公平? 陳縕儂 Vivian NTU MiuLab

1.2K views - 3 months ago

台大資訊深度學習之應用 | ADL 9.5: RL for NLG 進一步提升語言生成結果

台大資訊深度學習之應用 | ADL 9.5: RL for NLG 進一步提升語言生成結果陳縕儂 Vivian NTU MiuLab

374 views - 4 months ago

台大資訊深度學習之應用 | ADL 9.4: NLG Evaluation 評估語言生成的結果

台大資訊深度學習之應用 | ADL 9.4: NLG Evaluation 評估語言生成的結果陳縕儂 Vivian NTU MiuLab

383 views - 4 months ago

台大資訊深度學習之應用 | ADL 9.3: Generation Control 控制輸出內容的特性

台大資訊深度學習之應用 | ADL 9.3: Generation Control 控制輸出內容的特性陳縕儂 Vivian NTU MiuLab

405 views - 4 months ago

台大資訊深度學習之應用 | ADL 9.2: Decoding Algorithms 如何控制每次輸出哪個 Token 呢?

台大資訊深度學習之應用 | ADL 9.2: Decoding Algorithms 如何控制每次輸出哪個 Token 呢? 陳縕儂 Vivian NTU MiuLab

469 views - 4 months ago

台大資訊深度學習之應用 | ADL 9.1: Natural Language Generation 語言生成的詳細策略

台大資訊深度學習之應用 | ADL 9.1: Natural Language Generation 語言生成的詳細策略陳縕儂 Vivian NTU MiuLab

434 views - 4 months ago

台大資訊深度學習之應用 | ADL 8.6: RAG Q&A

台大資訊深度學習之應用 | ADL 8.6: RAG Q&A 陳縕儂 Vivian NTU MiuLab

895 views - 4 months ago

台大資訊深度學習之應用 | ADL 8.5: RAG Pros & Cons 多種RAG類型與優劣比較

台大資訊深度學習之應用 | ADL 8.5: RAG Pros & Cons 多種RAG類型與優劣比較陳縕儂 Vivian NTU MiuLab

929 views - 4 months ago

台大資訊深度學習之應用 | ADL 8.4: RAG Roadmap RAG 發展與各種不同的嘗試

台大資訊深度學習之應用 | ADL 8.4: RAG Roadmap RAG 發展與各種不同的嘗試陳縕儂 Vivian NTU MiuLab

1.2K views - 4 months ago

台大資訊深度學習之應用 | ADL 8.3: Advanced RAG 如何改進 RAG 效果呢？

台大資訊深度學習之應用 | ADL 8.3: Advanced RAG 如何改進 RAG 效果呢？陳縕儂 Vivian NTU MiuLab

1.9K views - 4 months ago

台大資訊深度學習之應用 | ADL 8.2: RAG Framework 基本設計流程

台大資訊深度學習之應用 | ADL 8.2: RAG Framework 基本設計流程陳縕儂 Vivian NTU MiuLab

1.8K views - 4 months ago

台大資訊深度學習之應用 | ADL 8.1: Retrieval-Augmented Generation (RAG) 大家都在用的 RAG 是甚麼呢？

台大資訊深度學習之應用 | ADL 8.1: Retrieval-Augmented Generation (RAG) 大家都在用的 RAG 是甚麼呢？陳縕儂 Vivian NTU MiuLab

4.6K views - 4 months ago

台大資訊深度學習之應用 | ADL 7.5: Parameter-Efficient Fine-Tuning (Adaptor, LoRA) 如何低成本微調模型

台大資訊深度學習之應用 | ADL 7.5: Parameter-Efficient Fine-Tuning (Adaptor, LoRA) 如何低成本微調模型陳縕儂 Vivian NTU MiuLab

768 views - 5 months ago

台大資訊深度學習之應用 | ADL 7.4: InstructGPT & ChatGPT 驚艷眾人的對話式 AI

台大資訊深度學習之應用 | ADL 7.4: InstructGPT & ChatGPT 驚艷眾人的對話式 AI 陳縕儂 Vivian NTU MiuLab

600 views - 5 months ago

台大資訊深度學習之應用 | ADL 7.3: RLHF 從人類反饋中學習

台大資訊深度學習之應用 | ADL 7.3: RLHF 從人類反饋中學習陳縕儂 Vivian NTU MiuLab

758 views - 5 months ago

台大資訊深度學習之應用 | ADL 7.2: Instruction Tuning / SFT 讓模型學習理解指令

台大資訊深度學習之應用 | ADL 7.2: Instruction Tuning / SFT 讓模型學習理解指令陳縕儂 Vivian NTU MiuLab

890 views - 5 months ago

台大資訊深度學習之應用 | ADL 7.1: Post-Training 預訓練完還要後訓練

台大資訊深度學習之應用 | ADL 7.1: Post-Training 預訓練完還要後訓練陳縕儂 Vivian NTU MiuLab

1K views - 5 months ago

台大資訊深度學習之應用 | ADL 6.6: Prompting Paradigm 基於提示的研究大補帖

台大資訊深度學習之應用 | ADL 6.6: Prompting Paradigm 基於提示的研究大補帖陳縕儂 Vivian NTU MiuLab

635 views - 5 months ago

台大資訊深度學習之應用 | ADL 6.5: (Soft) Prompt-Tuning (P-Tuning, Prefix Tuning) 人不懂沒關係機器懂就好

台大資訊深度學習之應用 | ADL 6.5: (Soft) Prompt-Tuning (P-Tuning, Prefix Tuning) 人不懂沒關係機器懂就好陳縕儂 Vivian NTU MiuLab

580 views - 5 months ago

台大資訊深度學習之應用 | ADL 6.4: (Hard) Prompt-Tuning, LM-BFF 用自然語言提示模型

台大資訊深度學習之應用 | ADL 6.4: (Hard) Prompt-Tuning, LM-BFF 用自然語言提示模型陳縕儂 Vivian NTU MiuLab

876 views - 5 months ago

台大資訊深度學習之應用 | ADL 6.3: Issues of PLMs 預訓練模型世代的難關

台大資訊深度學習之應用 | ADL 6.3: Issues of PLMs 預訓練模型世代的難關陳縕儂 Vivian NTU MiuLab

444 views - 5 months ago

台大資訊深度學習之應用 | ADL 6.2: Encoder-Only, Decoder-Only, Encoder-Decoder Pretraining 常見三大類預訓練模型

台大資訊深度學習之應用 | ADL 6.2: Encoder-Only, Decoder-Only, Encoder-Decoder Pretraining 常見三大類預訓練模型陳縕儂 Vivian NTU MiuLab

717 views - 5 months ago

台大資訊深度學習之應用 | ADL 6.1: Pretraining 預訓練

台大資訊深度學習之應用 | ADL 6.1: Pretraining 預訓練陳縕儂 Vivian NTU MiuLab

943 views - 5 months ago

台大資訊深度學習之應用 | ADL 6.0: QA

台大資訊深度學習之應用 | ADL 6.0: QA 陳縕儂 Vivian NTU MiuLab

666 views - 5 months ago

台大資訊深度學習之應用 | ADL 4.2: Self-Attention & Transformer 自注意力機制之模型

台大資訊深度學習之應用 | ADL 4.2: Self-Attention & Transformer 自注意力機制之模型陳縕儂 Vivian NTU MiuLab

1.1K views - 5 months ago

台大資訊深度學習之應用 | ADL 4.1: Attention Mechanism 注意力機制

台大資訊深度學習之應用 | ADL 4.1: Attention Mechanism 注意力機制陳縕儂 Vivian NTU MiuLab

1.8K views - 5 months ago

台大資訊深度學習之應用 | ADL 3.4: RNN Applications RNN各式應用

台大資訊深度學習之應用 | ADL 3.4: RNN Applications RNN各式應用陳縕儂 Vivian NTU MiuLab

757 views - 5 months ago

台大資訊深度學習之應用 | ADL 3.3: Recurrent Neural Network 簡介

台大資訊深度學習之應用 | ADL 3.3: Recurrent Neural Network 簡介陳縕儂 Vivian NTU MiuLab

850 views - 5 months ago

台大資訊深度學習之應用 | ADL 3.2: Language Modeling 語言模型

台大資訊深度學習之應用 | ADL 3.2: Language Modeling 語言模型陳縕儂 Vivian NTU MiuLab

1.5K views - 5 months ago

台大資訊深度學習之應用 | ADL 3.1: Word Representations 用機器看得懂的方式表示詞彙

台大資訊深度學習之應用 | ADL 3.1: Word Representations 用機器看得懂的方式表示詞彙陳縕儂 Vivian NTU MiuLab

1.5K views - 5 months ago

台大資訊深度學習之應用 | ADL 0: Course Introduction 課程介紹與規定

台大資訊深度學習之應用 | ADL 0: Course Introduction 課程介紹與規定陳縕儂 Vivian NTU MiuLab

3.6K views - 5 months ago

台大資訊人工智慧導論 | FAI 7.4: Density Estimation with RBF Networks 了解資料的整體分布

台大資訊人工智慧導論 | FAI 7.4: Density Estimation with RBF Networks 了解資料的整體分布陳縕儂 Vivian NTU MiuLab

1.6K views - 9 months ago