Ruohan Gao | DeepAI

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∙ 04/05/2022

ObjectFolder 2.0: A Multisensory Object Dataset for Sim2Real Transfer

Objects play a crucial role in our everyday activities. Though multisens...

4 Ruohan Gao, et al. ∙

∙ 02/14/2022

Visual Acoustic Matching

We introduce the visual acoustic matching task, in which an audio clip i...

0 Changan Chen, et al. ∙

∙ 11/21/2021

Geometry-Aware Multi-Task Learning for Binaural Audio Generation from Video

Binaural audio provides human listeners with an immersive spatial sound ...

0 Rishabh Garg, et al. ∙

∙ 09/16/2021

ObjectFolder: A Dataset of Objects with Implicit Visual, Auditory, and Tactile Representations

Multisensory object-centric perception, reasoning, and interaction have ...

9 Ruohan Gao, et al. ∙

∙ 01/08/2021

VisualVoice: Audio-Visual Speech Separation with Cross-Modal Consistency

We introduce a new approach for audio-visual speech separation. Given a ...

0 Ruohan Gao, et al. ∙

∙ 08/21/2020

Learning to Set Waypoints for Audio-Visual Navigation

In audio-visual navigation, an agent intelligently travels through a com...

0 Changan Chen, et al. ∙

∙ 05/04/2020

VisualEchoes: Spatial Image Representation Learning through Echolocation

Several animal species (e.g., bats, dolphins, and whales) and even visua...

3 Ruohan Gao, et al. ∙

∙ 12/10/2019

Listen to Look: Action Recognition by Previewing Audio

In the face of the video data deluge, today's expensive clip-level class...

9 Ruohan Gao, et al. ∙

∙ 04/16/2019

Co-Separating Sounds of Visual Objects

Learning how objects sound from video is challenging, since they often h...

0 Ruohan Gao, et al. ∙

∙ 12/11/2018

2.5D Visual Sound

Binaural audio provides a listener with 3D sound sensation, allowing a r...

14 Ruohan Gao, et al. ∙

∙ 04/05/2018

Learning to Separate Object Sounds by Watching Unlabeled Video

Perceiving a scene most fully requires all the senses. Yet modeling how ...

0 Ruohan Gao, et al. ∙

∙ 12/12/2017

Im2Flow: Motion Hallucination from Static Images for Action Recognition

Existing methods to recognize actions in static images take the images a...

0 Ruohan Gao, et al. ∙

∙ 12/05/2016

On-Demand Learning for Deep Image Restoration

While machine learning approaches to image restoration offer great promi...

0 Ruohan Gao, et al. ∙

∙ 12/01/2016

Object-Centric Representation Learning from Unlabeled Videos

Supervised (pre-)training currently yields state-of-the-art performance ...

0 Ruohan Gao, et al. ∙

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