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10/12/2022
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos
Livestream videos have become a significant part of online learning, whe...
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10/10/2022
Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment
Multimedia summarization with multimodal output (MSMO) is a recently exp...
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04/07/2022
MHMS: Multimodal Hierarchical Multimedia Summarization
Multimedia summarization with multimodal output can play an essential ro...
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03/10/2022
StyleBabel: Artistic Style Tagging and Captioning
We present StyleBabel, a unique open access dataset of natural language ...
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12/07/2021
Time-Equivariant Contrastive Video Representation Learning
We introduce a novel self-supervised contrastive learning method to lear...
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10/20/2021
Look at What I'm Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos
We introduce the task of spatially localizing narrated interactions in v...
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09/11/2021
StreamHover: Livestream Transcript Summarization and Annotation
With the explosive growth of livestream broadcasting, there is an urgent...
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06/15/2021
Compositional Sketch Search
We present an algorithm for searching image collections using free-hand ...
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06/14/2021
Magic Layouts: Structural Prior for Component Detection in User Interface Designs
We present Magic Layouts; a method for parsing screenshots or hand-drawn...
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06/12/2021
A Multi-Implicit Neural Representation for Fonts
Fonts are ubiquitous across documents and come in a variety of styles. T...
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03/17/2021
ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity
We present ALADIN (All Layer AdaIN); a novel architecture for searching ...
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08/02/2020
Video Question Answering on Screencast Tutorials
This paper presents a new video question answering task on screencast tu...
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06/15/2020
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction
We propose Geo-PIFu, a method to recover a 3D mesh from a monocular colo...
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04/05/2020
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics
We introduce a novel principle for self-supervised feature learning base...
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03/29/2020
Superpixel Segmentation with Fully Convolutional Networks
In computer vision, superpixels have been widely used as an effective wa...
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01/14/2020
Neural Architecture Search for Deep Image Prior
We present a neural architecture search (NAS) technique to enhance the p...
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12/24/2019
Automatic Scene Inference for 3D Object Compositing
We present a user-friendly image editing system that supports a drag-and...
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09/17/2019
An Internal Learning Approach to Video Inpainting
We propose a novel video inpainting algorithm that simultaneously halluc...
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09/04/2019
Large-scale Tag-based Font Retrieval with Generative Feature Learning
Font selection is one of the most important steps in a design workflow. ...
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06/12/2019
Privacy-Preserving Deep Visual Recognition: An Adversarial Learning Framework and A New Dataset
This paper aims to boost privacy-preserving visual recognition, an incre...
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05/20/2019
Learning Video Representations from Correspondence Proposals
Correspondences between frames encode rich information about dynamic con...
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04/18/2019
Creative Procedural-Knowledge Extraction From Web Design Tutorials
Complex design tasks often require performing diverse actions in a speci...
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04/14/2019
LiveSketch: Query Perturbations for Guided Sketch-based Visual Search
LiveSketch is a novel algorithm for searching large image collections us...
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11/19/2018
Visual Font Pairing
This paper introduces the problem of automatic font pairing. Font pairin...
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07/22/2018
Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study
This paper aims to improve privacy-preserving visual recognition, an inc...
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07/10/2018
"Factual" or "Emotional": Stylized Image Captioning with Adaptive Learning and Attention
Generating stylized captions for an image is an emerging topic in image ...
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05/25/2018
Beyond Textures: Learning from Multi-domain Artistic Images for Arbitrary Style Transfer
We propose a fast feed-forward network for arbitrary style transfer, whi...
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01/30/2018
Image Captioning at Will: A Versatile Scheme for Effectively Injecting Sentiments into Image Descriptions
Automatic image captioning has recently approached human-level performan...
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10/28/2017
Exploring Asymmetric Encoder-Decoder Structure for Context-based Sentence Representation Learning
Context information plays an important role in human language understand...
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06/09/2017
Trimming and Improving Skip-thought Vectors
The skip-thought model has been proven to be effective at learning sente...
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06/09/2017
Rethinking Skip-thought: A Neighborhood based Approach
We study the skip-thought model with neighborhood information as weak su...
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12/22/2016
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks
Indoor scene understanding is central to applications such as robot navi...
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03/12/2016
Image Captioning with Semantic Attention
Automatically generating a natural language description of an image has ...
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12/22/2015
Multi-Instance Visual-Semantic Embedding
Visual-semantic embedding models have been recently proposed and shown t...
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07/12/2015
DeepFont: Identify Your Font from An Image
As font is one of the core design concepts, automatic font identificatio...
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03/31/2015
Real-World Font Recognition Using Deep Network and Domain Adaptation
We address a challenging fine-grain classification problem: recognizing ...
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02/05/2015
Collaborative Feature Learning from Social Media
Image feature representation plays an essential role in image recognitio...
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12/18/2014
Decomposition-Based Domain Adaptation for Real-World Font Recognition
We present a domain adaption framework to address a domain mismatch betw...
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12/21/2013