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07/13/2023
A Study on Differentiable Logic and LLMs for EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2023
In this technical report, we present our findings from a study conducted...
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07/31/2022
DA^2 Dataset: Toward Dexterity-Aware Dual-Arm Grasping
In this paper, we introduce DA^2, the first large-scale dual-arm dexteri...
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10/01/2021
Unsupervised Motion Representation Learning with Capsule Autoencoders
We propose the Motion Capsule Autoencoder (MCAE), which addresses a key ...
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08/10/2021
Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition
This paper proposes a novel model for recognizing images with composite ...
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02/09/2020
GradMix: Multi-source Transfer across Domains and Tasks
The computer vision community is witnessing an unprecedented rate of new...
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09/03/2019
Embedding Symbolic Knowledge into Deep Networks
In this work, we aim to leverage prior symbolic knowledge to improve the...
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09/03/2019
Semantically-Regularized Logic Graph Embeddings
In this work, we aim to utilize prior knowledge encoded as logical rules...
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01/25/2019
Comparing of Term Clustering Frameworks for Modular Ontology Learning
This paper aims to use term clustering to build a modular ontology accor...
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10/06/2016