Index of /open-courses-0923/36-11-777-MultiModal-Machine-Learning/videos/

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001-Lecture 01 - Introduction.mp4                  04-Oct-2026 10:07    132M
002-Lecture 02 - Representation： Directed GMs (..> 04-Oct-2026 10:07    131M
003-Lecture 03 - Representation： Undirected GMs..> 04-Oct-2026 10:08    117M
004-Lecture 04 - Exact Inference： Variable Elim..> 04-Oct-2026 10:09    119M
005-Lecture 06 - Learning partially observed GM..> 04-Oct-2026 10:09     92M
006-Lecture 07 - Maximum likelihood learning of..> 04-Oct-2026 10:10    127M
007-Lecture 08 - Causal Discovery and Inference..> 04-Oct-2026 10:10    225M
008-Lecture 09 - Modeling networks： Gaussian gr..> 04-Oct-2026 10:11    150M
009-Lecture 10 - Sequential Models.mp4             04-Oct-2026 10:11    131M
010-Lecture 11 - Sequential Models (cont'd) and..> 04-Oct-2026 10:12    148M
011-Lecture 12 - Belief Propagation (cont'd) an..> 04-Oct-2026 10:13    140M
012-Lecture 13 - Approximate Inference： Monte C..> 04-Oct-2026 10:14    122M
013-Lecture 14 - Markov Chain Monte Carlo.mp4      04-Oct-2026 10:14    115M
014-Lecture 15 - Statistical and Algorithmic Fo..> 04-Oct-2026 10:15    181M
015-Lecture 16 - Building Blocks of DL.mp4         04-Oct-2026 10:16    105M
016-Lecture 17 - Deep Generative Models： Overvi..> 04-Oct-2026 10:16    144M
017-Lecture 18 - Deep Generative Models (part I..> 04-Oct-2026 10:16     88M
018-Lecture 19 - Case Study： Text Generation.mp4   04-Oct-2026 10:17    120M
019-Lecture 20 -  Sequential decision making (p..> 04-Oct-2026 10:17    135M
020-Lecture 21 - Sequential decision making (pa..> 04-Oct-2026 10:18    105M
021-Lecture 22 - Bayesian Nonparametrics.mp4       04-Oct-2026 10:18    114M
022-Lecture 23 - Bayesian Nonparametrics (cont'..> 04-Oct-2026 10:19     97M
023-Lecture 24 - Integrative Paradigms of GMs： ..> 04-Oct-2026 10:19    160M
024-Lecture 25 - Elements of Spectral and Kerne..> 04-Oct-2026 10:20    102M
025-Lecture 26 - Gaussian Processes and Element..> 04-Oct-2026 10:21    211M
026-Lecture 27 - Scalable Algorithms and System..> 04-Oct-2026 10:21    192M
027-Lecture 27 - A Civil Engineering Perspectiv..> 04-Oct-2026 10:22    131M
archive.txt                                        04-Oct-2026 10:22     540