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08/27/2023
Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation
Recently, the fundamental problem of unsupervised domain adaptation (UDA...
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03/22/2023
GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering
Commonsense question-answering (QA) methods combine the power of pre-tra...
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06/07/2021
Person Re-Identification with a Locally Aware Transformer
Person Re-Identification is an important problem in computer vision-base...
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09/29/2020
Self-Supervised Few-Shot Learning on Point Clouds
The increased availability of massive point clouds coupled with their ut...
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07/05/2020
Simplicial Complex based Point Correspondence between Images warped onto Manifolds
Recent increase in the availability of warped images projected onto a ma...
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05/19/2020
Learning Representations using Spectral-Biased Random Walks on Graphs
Several state-of-the-art neural graph embedding methods are based on sho...
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07/03/2019
Solving Partial Assignment Problems using Random Clique Complexes
We present an alternate formulation of the partial assignment problem as...
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06/04/2019
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs
The recent proliferation of knowledge graphs (KGs) coupled with incomple...
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03/26/2018