Next
Livestream will start soon!
Livestream has already ended.
Presentation has not been recorded yet!
  • title: InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models
      0:00 / 0:00
      • Report Issue
      • Settings
      • Playlists
      • Bookmarks
      • Subtitles Off
      • Playback rate
      • Quality
      • Settings
      • Debug information
      • Server sl-yoda-v2-stream-001-alpha.b-cdn.net
      • Subtitles size Medium
      • Bookmarks
      • Server
      • sl-yoda-v2-stream-001-alpha.b-cdn.net
      • sl-yoda-v2-stream-001-beta.b-cdn.net
      • 1824830694.rsc.cdn77.org
      • 1979322955.rsc.cdn77.org
      • Subtitles
      • Off
      • English
      • Playback rate
      • Quality
      • Subtitles size
      • Large
      • Medium
      • Small
      • Mode
      • Video Slideshow
      • Audio Slideshow
      • Slideshow
      • Video
      My playlists
        Bookmarks
          00:00:00
            InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models
            • Settings
            • Sync diff
            • Quality
            • Settings
            • Server
            • Quality
            • Server

            InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models

            Jul 24, 2023

            Speakers

            YW

            Yingheng Wang

            Speaker · 0 followers

            YS

            Yair Schiff

            Speaker · 0 followers

            AG

            Aaron Gokaslan

            Speaker · 0 followers

            About

            Diffusion models feature high sample quality, but are not effective at learning semantically meaningful latent representations. Here, we propose InfoDiffusion, an algorithm that enables diffusion models to perform representation learning using low-dimensional latent variables. We introduce auxiliary-variable diffusion models—a model family that contains an additional set of semantically meaningful latents—and we derive new variational inference algorithms that optimize a learning objective regul…

            Organizer

            I2
            I2

            ICML 2023

            Account · 9 followers

            Like the format? Trust SlidesLive to capture your next event!

            Professional recording and live streaming, delivered globally.

            Sharing

            Recommended Videos

            Presentations on similar topic, category or speaker

            DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
            05:14

            DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning

            Zifeng Wang, …

            I2
            I2
            ICML 2023 2 years ago

            Total of 0 viewers voted for saving the presentation to eternal vault which is 0.0%

            The EMPATHIC Framework for Task Learning from Implicit Human Feedback
            28:00

            The EMPATHIC Framework for Task Learning from Implicit Human Feedback

            Bradley Knox, …

            I2
            I2
            ICML 2023 2 years ago

            Total of 0 viewers voted for saving the presentation to eternal vault which is 0.0%

            Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits
            05:20

            Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits

            Yunlong Hou, …

            I2
            I2
            ICML 2023 2 years ago

            Total of 0 viewers voted for saving the presentation to eternal vault which is 0.0%

            Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference
            05:03

            Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference

            Yan Xu, …

            I2
            I2
            ICML 2023 2 years ago

            Total of 0 viewers voted for saving the presentation to eternal vault which is 0.0%

            Continuous Spatiotemporal Transformer
            04:23

            Continuous Spatiotemporal Transformer

            Antonio Henrique De Oliveira Fonseca, …

            I2
            I2
            ICML 2023 2 years ago

            Total of 0 viewers voted for saving the presentation to eternal vault which is 0.0%

            Protecting the future: Data sovereignty and the Kaitiakitanga License
            39:32

            Protecting the future: Data sovereignty and the Kaitiakitanga License

            Peter Lucas Jones, …

            I2
            I2
            ICML 2023 2 years ago

            Total of 0 viewers voted for saving the presentation to eternal vault which is 0.0%

            Interested in talks like this? Follow ICML 2023