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02/28/2020
Neural Inheritance Relation Guided One-Shot Layer Assignment Search
Layer assignment is seldom picked out as an independent research topic i...
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12/18/2019
Distilling Structured Knowledge into Embeddings for Explainable and Accurate Recommendation
Recently, the embedding-based recommendation models (e.g., matrix factor...
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10/14/2019
A Hybrid Control Scheme for Adaptive Live Streaming
The live streaming is more challenging than on-demand streaming, because...
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09/19/2019
Large-scale representation learning from visually grounded untranscribed speech
Systems that can associate images with their spoken audio captions are a...
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08/30/2019
PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification
Most existing work on adversarial data generation focuses on English. Fo...
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07/11/2019
Rethink Global Reward Game and Credit Assignment in Multi-agent Reinforcement Learning
Cooperative game is a critical research area in multi-agent reinforcemen...
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07/11/2019
Shapley Q-value: A Local Reward Approach to Solve Global Reward Games
Cooperative game is a critical research area in multi-agent reinforcemen...
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04/01/2019
PAWS: Paraphrase Adversaries from Word Scrambling
Existing paraphrase identification datasets lack sentence pairs that hav...
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03/13/2019
All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification
Shift operation is an efficient alternative over depthwise separable con...
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01/24/2019
Neural IR Meets Graph Embedding: A Ranking Model for Product Search
Recently, neural models for information retrieval are becoming increasin...
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12/17/2018
A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks
Neuron pruning is an efficient method to compress the network into a sli...
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11/01/2018
Modeling Attention Flow on Graphs
Real-world scenarios demand reasoning about process, more than final out...
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10/09/2018
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text
We address fine-grained multilingual language identification: providing ...
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07/29/2018
Consistent polynomial-time unseeded graph matching for Lipschitz graphons
We propose a consistent polynomial-time method for the unseeded node mat...
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07/24/2018
A Localization Method Avoiding Flip Ambiguities for micro-UAVs with Bounded Distance Measurement Errors
Localization is a fundamental function in cooperative control of micro u...
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07/12/2018
Unseeded low-rank graph matching by transform-based unsupervised point registration
The problem of learning a correspondence relationship between nodes of t...
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05/22/2018
Blind Predicting Similar Quality Map for Image Quality Assessment
A key problem in blind image quality assessment (BIQA) is how to effecti...
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01/01/2017
Aspect-augmented Adversarial Networks for Domain Adaptation
We introduce a neural method for transfer learning between two (source a...
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03/21/2016
Stack-propagation: Improved Representation Learning for Syntax
Traditional syntax models typically leverage part-of-speech (POS) inform...
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09/29/2015
Estimating network edge probabilities by neighborhood smoothing
The estimation of probabilities of network edges from the observed adjac...
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09/03/2015
Community Detection in Networks with Node Features
Many methods have been proposed for community detection in networks, but...
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12/10/2014