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08/28/2023
RecMind: Large Language Model Powered Agent For Recommendation
Recent advancements in instructing Large Language Models (LLMs) to utili...
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05/23/2023
Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding
Conversational AI systems such as Alexa need to understand defective que...
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10/22/2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding
Conversational understanding is an integral part of modern intelligent d...
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05/14/2022
Robust Regularized Low-Rank Matrix Models for Regression and Classification
While matrix variate regression models have been studied in many existin...
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02/20/2021
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network
The paper considers a Mixture Multilayer Stochastic Block Model (MMLSBM)...
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12/21/2020
Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems
Query rewriting (QR) systems are widely used to reduce the friction caus...
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02/29/2020
Cross-Spectrum Dual-Subspace Pairing for RGB-infrared Cross-Modality Person Re-Identification
Due to its potential wide applications in video surveillance and other c...
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02/13/2020
Pre-Training for Query Rewriting in A Spoken Language Understanding System
Query rewriting (QR) is an increasingly important technique to reduce cu...
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10/08/2019
Knowledge Distillation from Internal Representations
Knowledge distillation is typically conducted by training a small model ...
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03/17/2019
STNReID : Deep Convolutional Networks with Pairwise Spatial Transformer Networks for Partial Person Re-identification
Partial person re-identification (ReID) is a challenging task because on...
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02/06/2019
End-to-end Anchored Speech Recognition
Voice-controlled house-hold devices, like Amazon Echo or Google Home, fa...
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10/16/2018
SCPNet: Spatial-Channel Parallelism Network for Joint Holistic and Partial Person Re-Identification
Holistic person re-identification (ReID) has received extensive study in...
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07/02/2018
SphereReID: Deep Hypersphere Manifold Embedding for Person Re-Identification
Many current successful Person Re-Identification(ReID) methods train a m...
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11/22/2017
AlignedReID: Surpassing Human-Level Performance in Person Re-Identification
In this paper, we propose a novel method called AlignedReID that extract...
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06/14/2017