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06/28/2023
ICSVR: Investigating Compositional and Semantic Understanding in Video Retrieval Models
Video retrieval (VR) involves retrieving the ground truth video from the...
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05/31/2023
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning
Two-Tower Vision-Language (VL) models have shown promising improvements ...
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05/20/2023
Brain encoding models based on multimodal transformers can transfer across language and vision
Encoding models have been used to assess how the human brain represents ...
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05/18/2023
LDM3D: Latent Diffusion Model for 3D
This research paper proposes a Latent Diffusion Model for 3D (LDM3D) tha...
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02/10/2023
Is multi-modal vision supervision beneficial to language?
Vision (image and video) - Language (VL) pre-training is the recent popu...
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10/18/2022
Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs
The extraction of aspect terms is a critical step in fine-grained sentim...
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08/24/2022
Improving video retrieval using multilingual knowledge transfer
Video retrieval has seen tremendous progress with the development of vis...
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06/17/2022
Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning
Vision-Language (VL) models with the Two-Tower architecture have dominat...
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03/30/2022
VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers
Breakthroughs in transformer-based models have revolutionized not only t...
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09/22/2021