🌅 Items tagged "computer-vision"
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RigNet - Neural Rigging for Articulated Characters — May 1, 2020
Amazing auto-generation of "rigging" to allow aninmation.
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MakeItTalk - Speaker-Aware Talking Head Animation — April 27, 2020
For a given audio and still image; animate the image so it looks like it's talking.
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3D Photography using Context-aware Layered Depth Inpainting — April 9, 2020
Cool technique for making 3D videos from 2D images
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Adaptive Fractional Dilated Convolution Network for Image Aesthetics Assessment — April 6, 2020
Which makes an image beautiful?
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Learning to See Through Obstructions — April 2, 2020
Removing visual obstructions
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Sign Language Translation With Transformers — April 1, 2020
Watching sign language videos and translating them.
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Learning Object Permanence from Video — March 23, 2020
If you can't see it, is it really there?
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Towards Photo-Realistic Virtual Try-On by Adaptively Generating and Preserving Image Content — March 12, 2020
Virtual try-on is the dream of online clothing retailers everywhere.
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Learning to Transfer Texture from Clothing Images to 3D Humans — March 4, 2020
Dressing 3D models.
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Inverse Graphics GAN - Learning to Generate 3D Shapes from Unstructured 2D Data — February 28, 2020
Generating arbitrary 3D models from images.
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AutoFoley - Artificial Synthesis of Synchronized Sound Tracks for Silent Videos with Deep Learning — February 21, 2020
Generating sound for video.
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Seeing the World in a Bag of Chips — January 14, 2020
Is the world reflected in a bag of chips?
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Learning to Zoom-in via Learning to Zoom-out — January 8, 2020
Super crisp enhance by learning un-enhance!
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Generating Object Stamps — January 1, 2020
A novel method for placing objects in scenes.
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FaceShifter - Towards High Fidelity And Occlusion Aware Face Swapping — December 31, 2019
Amazing real-world face-swap!
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Satellite Pose Estimation Challenge — November 5, 2019
Tracking down uncooperative satellites
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Making an Invisibility Cloak — October 31, 2019
More adversarial clothing.
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Where Humans Live - The World Settlement Footprint — October 28, 2019
Using deep learning to find out where we live.
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Vision-Infused Deep Audio Inpainting — October 24, 2019
Can we figure out what the audio should be if we have the video?
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Evading Real-Time Person Detectors by Adversarial T-shirt — October 18, 2019
New classic; t-shirt makes you undetectable.
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Improving sample diversity of a pre-trained, class-conditional GAN by changing its class embeddings — October 10, 2019
Make your GAN generate more diverse pictures with this one simple trick!
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Dialog on a Canvas with a Machine — October 10, 2019
Collaborating with computers to make cool art!
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Prose for a Painting — October 8, 2019
Shakespeare-style painting descriptions!
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Learn to explain efficiently via neural logic inductive learning — October 6, 2019
Explaining model decisions with logic!
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Raiders of the Lost Art — September 10, 2019
Using deep learning to recover lost art!
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Gravity as a Reference for Estimating a Person’s Height from Video — September 5, 2019
Computing peoples heights by asking them to jump!
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Translating Visual Art into Music — September 3, 2019
Encoding images into music and then back to images!
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Story-oriented Image Selection and Placement — September 2, 2019
We can learn which images to display next to text by understanding both!
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Visual Deprojection — September 1, 2019
Using deep learning to "deproject" data!
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A Low-Cost, Open-Source Robotic Racecar for Education and Research — August 21, 2019
Open hardware self-driving car framework. An amazing starting point!
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Towards Arbitrary High Fidelity Face Manipulation — August 20, 2019
Expressive manipulation of face expressions!
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Deep Sketch-based 3D Hair Modeling — August 20, 2019
Generating 3D hair models from sketches!
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Video synthesis of human upper body with realistic face — August 19, 2019
Generating videos of people talking at desks.
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Learning to Dress 3D People from Images — August 19, 2019
From just a few 2D photos we can dress a full 3D model.
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3D Object Instance Re-Localization — August 16, 2019
Having found a 3D object before, can we find it again in a new view?
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Image Inpainting via Structure-aware Appearance Flow — August 11, 2019
Improving inpainting by thinking about structure
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Visual Search at Pinterest — August 5, 2019
Real-world example of visual search deployed at scale.
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MaskGAN - Diverse and Interactive Facial Image Manipulation — July 27, 2019
Manipulation of photos of faces via semantic masks.
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On the “steerability” of generative adversarial networks — July 16, 2019
Understanding what options levers we have for manipulating images coming from generative networks.
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Autonomous Driving in the Lung — July 16, 2019
Sure, we've all heard about self-driving cars on roads. But what about self-driving cameras in lungs!?
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Eliminating Forced Work via Satellites — July 12, 2019
Using computer vision to find forced labour camps, so that they can be shut down!
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Synthetic fruit — July 10, 2019
Generating synthetic datasets helps us solve real problems.
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Learning to understand videos for answering questions — July 10, 2019
Teaching computers to be able to answer questions about videos.
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Linking Art through Human Poses — July 8, 2019
Finding connections between different art with deep learning!
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Estimating travel time without roads — July 8, 2019
Using just "morphology" we can estimate travel time!
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Attacking person-identification with patches — April 18, 2019
A graphic that can be printed that can prevent a certain algorithm from spotting you!
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Detecting the Unexpected — April 16, 2019
How do we know what we don't know? Turns out we can know that.
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Expressive 3D Body Capture from a Single Image — April 11, 2019
Rich 3D reconstruction from a single image.
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Can a Robot Become a Movie Director? — April 5, 2019
A proposal that drones can know where to film, by tracking movement.
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Image2StyleGan - aka Ryan Obama aka Oprah Johansson — April 5, 2019
How to make StyleGAN morph really well.
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Learning how music and images relate — March 30, 2019
We can learn how to think about music and images in the same "space", and thus work out when they are related.
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Detecting people using only WiFi — March 30, 2019
Thought you couldn't be spotted if there were no cameras? Sadly, wrong.
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Face Synthesis from a Single Image — March 26, 2019
Conceptually simple; amazing results. Build a 3D model of a face from a single image!
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Unconstrained Ear Recognition — March 11, 2019
Turns out we can work out who someone is from their ear.
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Finding small objects in a large scene — February 6, 2019
A remarkable network that is able to determine low-level features from very large images.
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What Is It Like Down There — June 13, 2018
Making up ground-view scenes from aerial imagery
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Image Generation from Scene Graphs — April 4, 2018
Knowing the graph structure helps us generate pictures.
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Priming Neural Networks — November 16, 2017
It's easier to find something when you know what you're looking for.
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