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02/04/2023
Self-supervised Multi-view Disentanglement for Expansion of Visual Collections
Image search engines enable the retrieval of images relevant to a query ...
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11/04/2022
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions
As multimodal learning finds applications in a wide variety of high-stak...
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07/08/2022
GEMS: Scene Expansion using Generative Models of Graphs
Applications based on image retrieval require editing and associating in...
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06/06/2022
Offline Evaluation of Ranked Lists using Parametric Estimation of Propensities
Search engines and recommendation systems attempt to continually improve...
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05/28/2022
CyCLIP: Cyclic Contrastive Language-Image Pretraining
Recent advances in contrastive representation learning over paired image...
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04/28/2022
Curriculum Learning for Dense Retrieval Distillation
Recent work has shown that more effective dense retrieval models can be ...
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12/05/2021
Gaudí: Conversational Interactions with Deep Representations to Generate Image Collections
Based on recent advances in realistic language modeling (GPT-3) and cros...
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09/22/2021
Generating Compositional Color Representations from Text
We consider the cross-modal task of producing color representations for ...
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04/06/2021
Scene Graph Embeddings Using Relative Similarity Supervision
Scene graphs are a powerful structured representation of the underlying ...
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03/02/2021
Botcha: Detecting Malicious Non-Human Traffic in the Wild
Malicious bots make up about a quarter of all traffic on the web, and de...
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06/17/2020
Learning Colour Representations of Search Queries
Image search engines rely on appropriately designed ranking features tha...
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06/05/2020
"To Target or Not to Target": Identification and Analysis of Abusive Text Using Ensemble of Classifiers
With rising concern around abusive and hateful behavior on social media ...
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03/02/2020
Using Image Captions and Multitask Learning for Recommending Query Reformulations
Interactive search sessions often contain multiple queries, where the us...
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08/18/2019
Modeling Time to Open of Emails with a Latent State for User Engagement Level
Email messages have been an important mode of communication, not only fo...
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04/27/2018