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08/14/2023
Semantify: Simplifying the Control of 3D Morphable Models using CLIP
We present Semantify: a self-supervised method that utilizes the semanti...
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07/13/2023
Domain-Agnostic Tuning-Encoder for Fast Personalization of Text-To-Image Models
Text-to-image (T2I) personalization allows users to guide the creative i...
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07/07/2023
HoughLaneNet: Lane Detection with Deep Hough Transform and Dynamic Convolution
The task of lane detection has garnered considerable attention in the fi...
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05/29/2023
Concept Decomposition for Visual Exploration and Inspiration
A creative idea is often born from transforming, combining, and modifyin...
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05/10/2023
Stealth Shaper: Reflectivity Optimization as Surface Stylization
We present a technique to optimize the reflectivity of a surface while p...
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03/17/2023
PersonalTailor: Personalizing 2D Pattern Design from 3D Garment Point Clouds
Garment pattern design aims to convert a 3D garment to the corresponding...
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03/03/2023
Word-As-Image for Semantic Typography
A word-as-image is a semantic typography technique where a word illustra...
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12/08/2022
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data
Action recognition models have achieved impressive results by incorporat...
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12/02/2022
Prediction of Scene Plausibility
Understanding the 3D world from 2D images involves more than detection a...
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11/30/2022
CLIPascene: Scene Sketching with Different Types and Levels of Abstraction
In this paper, we present a method for converting a given scene image in...
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11/27/2022
Neural Font Rendering
Recent advances in deep learning techniques and applications have revolu...
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03/07/2022
Semantic Segmentation in Art Paintings
Semantic segmentation is a difficult task even when trained in a supervi...
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02/11/2022
CLIPasso: Semantically-Aware Object Sketching
Abstraction is at the heart of sketching due to the simple and minimal n...
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01/25/2022
How Low Can We Go? Pixel Annotation for Semantic Segmentation
How many labeled pixels are needed to segment an image, without any prio...
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01/19/2022
CAST: Character labeling in Animation using Self-supervision by Tracking
Cartoons and animation domain videos have very different characteristics...
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12/21/2021
Learned Queries for Efficient Local Attention
Vision Transformers (ViT) serve as powerful vision models. Unlike convol...
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11/23/2021
Rhythm is a Dancer: Music-Driven Motion Synthesis with Global Structure
Synthesizing human motion with a global structure, such as a choreograph...
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08/04/2021
Towards Coherent Visual Storytelling with Ordered Image Attention
We address the problem of visual storytelling, i.e., generating a story ...
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04/08/2021
InAugment: Improving Classifiers via Internal Augmentation
Image augmentation techniques apply transformation functions such as rot...
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09/29/2020
Neural Alignment for Face De-pixelization
We present a simple method to reconstruct a high-resolution video from a...
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09/01/2020
NPRportrait 1.0: A Three-Level Benchmark for Non-Photorealistic Rendering of Portraits
Despite the recent upsurge of activity in image-based non-photorealistic...
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07/15/2020
Focus-and-Expand: Training Guidance Through Gradual Manipulation of Input Features
We present a simple and intuitive Focus-and-eXpand () method to guide th...
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06/26/2019
On the Role of Geometry in Geo-Localization
Humans can build a mental map of a geographical area to find their way a...
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04/17/2019
Image Resizing by Reconstruction from Deep Features
Traditional image resizing methods usually work in pixel space and use v...
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10/01/2018
Designing Volumetric Truss Structures
We present the first algorithm for designing volumetric Michell Trusses....
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08/23/2018
Deep Portrait Image Completion and Extrapolation
General image completion and extrapolation methods often fail on portrai...
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07/24/2018
GRAINS: Generative Recursive Autoencoders for INdoor Scenes
We present a generative neural network which enables us to generate plau...
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02/22/2018
Deep Online Video Stabilization
Video stabilization technique is essential for most hand-held captured v...
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02/13/2018