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07/11/2023
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone
Video-language pre-training (VLP) has become increasingly important due ...
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02/03/2023
Egocentric Video Task Translation @ Ego4D Challenge 2022
This technical report describes the EgoTask Translation approach that ex...
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12/13/2022
Egocentric Video Task Translation
Different video understanding tasks are typically treated in isolation, ...
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10/21/2022
Video Summarization Overview
With the broad growth of video capturing devices and applications on the...
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07/22/2022
Neural-Sim: Learning to Generate Training Data with NeRF
Training computer vision models usually requires collecting and labeling...
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07/11/2022
Scaling Novel Object Detection with Weakly Supervised Detection Transformers
Weakly supervised object detection (WSOD) enables object detectors to be...
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04/23/2022
Visual Attention Emerges from Recurrent Sparse Reconstruction
Visual attention helps achieve robust perception under noise, corruption...
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01/12/2022
Robust Contrastive Learning against Noisy Views
Contrastive learning relies on an assumption that positive pairs contain...
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04/07/2021
Contrastive Learning of Global and Local Audio-Visual Representations
Contrastive learning has delivered impressive results in many audio-visu...
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01/28/2021
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents
Creating presentation materials requires complex multimodal reasoning sk...
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01/26/2021
Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning
Large-scale datasets are the cornerstone of self-supervised representati...
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12/08/2020
Parameter Efficient Multimodal Transformers for Video Representation Learning
The recent success of Transformers in the language domain has motivated ...
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12/03/2020
Learning to Transfer Visual Effects from Videos to Images
We study the problem of animating images by transferring spatio-temporal...
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10/25/2019
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency
Current multi-reference style transfer models for Text-to-Speech (TTS) p...
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08/19/2019
Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck
Deep generative models have led to significant advances in cross-modal g...
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08/05/2019
Image to Video Domain Adaptation Using Web Supervision
Training deep neural networks typically requires large amounts of labele...
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07/09/2019
M3D-GAN: Multi-Modal Multi-Domain Translation with Universal Attention
Generative adversarial networks have led to significant advances in cros...
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06/11/2019
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval
Visual-semantic embedding aims to find a shared latent space where relat...
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07/07/2018
Video Prediction with Appearance and Motion Conditions
Video prediction aims to generate realistic future frames by learning dy...
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04/12/2018
Cross-Modal Retrieval with Implicit Concept Association
Traditional cross-modal retrieval assumes explicit association of concep...
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01/27/2018
Image2GIF: Generating Cinemagraphs using Recurrent Deep Q-Networks
Given a still photograph, one can imagine how dynamic objects might move...
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08/23/2017
ElasticPlay: Interactive Video Summarization with Dynamic Time Budgets
Video consumption is being shifted from sit-and-watch to selective skimm...
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04/11/2017
Improving Pairwise Ranking for Multi-label Image Classification
Learning to rank has recently emerged as an attractive technique to trai...
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03/07/2017
Learning from Noisy Labels with Distillation
The ability of learning from noisy labels is very useful in many visual ...
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11/27/2016
Real-Time Video Highlights for Yahoo Esports
Esports has gained global popularity in recent years and several compani...
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04/25/2016
Balancing Appearance and Context in Sketch Interpretation
We describe a sketch interpretation system that detects and classifies c...
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04/10/2016
