0.25
0.5
0.75
1.25
1.5
1.75
2
Multimodal Machine Learning: Modeling Human Communication Dynamics
Published on Jul 02, 20152413 Views
Human face-to-face communication is a little like a dance, in that participants continuously adjust their behaviors based on verbal and nonverbal cues from the social context. Today’s computers and in
Related categories
Chapter list
Multimodal Machine Learning: Modeling Human Communication Dynamics00:00
Multimodal Communication and Machine Learning Laboratory01:02
Human Multimodal Communication - 202:43
Human Multimodal Communication - 104:15
Human Communicative Behaviors05:44
Enabling Sensing Technologies07:28
Broad Applicability08:01
Multi-Disciplinary Research Topic - 110:02
Multi-Disciplinary Research Topic - 212:11
Multi-Disciplinary Research Topic - 313:28
Multimodal Machine Learning13:57
“Multimodal” Face and Gesture Recognition14:59
Unique Research Questions15:02
Modeling Behavioral Dynamics16:59
Conditional Random Field22:19
Latent-Dynamic Conditional Random Field - 122:49
Latent-Dynamic Conditional Random Field - 223:27
Latent-Dynamic Conditional Random Field - 323:58
Latent-Dynamic Conditional Random Field - 424:27
Latent-Dynamic Conditional Random Field - 524:59
Modeling Multimodal Dynamics26:02
Latent-Dynamic Conditional Neural Fields - 126:41
Latent-Dynamic Conditional Neural Fields - 228:46
Latent-Dynamic Conditional Neural Fields - 329:33
Latent-Dynamic Conditional Neural Fields - 429:35
Deep Conditional Neural Fields - 330:14
Deep Conditional Neural Fields - 131:02
Deep Conditional Neural Fields - 231:06
Joint Learning of Deep Multimodal Representations31:08
Modeling Multimodal Dynamics36:13
Hierarchical Sequence Summarization - 137:01
Hierarchical Sequence Summarization - 237:54
Hierarchical Sequence Summarization - 339:02
Hierarchical Sequence Summarization - 439:09
Automatic Gesture Summarization39:24
Modeling Multimodal Dynamics - 139:37
Modeling Multimodal Dynamics - 239:58
Multimodal Co-Adaptation - 140:10
Multimodal Co-Adaptation - 240:31
Learning Multimodal Structure - 140:32
Learning Multimodal Structure - 241:12
Multi-view Latent Variable Discriminative Models - 141:52
Multi-view Latent Variable Discriminative Models - 242:27
Multimodal Behavior Interpretation42:35
Continuous Conditional Neural Field - 143:42
Continuous Conditional Neural Field - 245:31
Continuous Conditional Neural Field - 345:49
Continuous Conditional Neural Field - 446:10
Continuous Conditional Neural Field - 546:43
Continuous Conditional Neural Field - 646:47
Continuous Conditional Neural Field - 746:51
Multimodal Machine Learning - 146:56
Multimodal Machine Learning - 248:35
Behavioral Indicators of Psychological Distress50:07
Demo51:07
Modeling Human Communication Dynamics52:43
Future Challenges for Multimodal Machine Learning53:09
Merci!55:36