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08/10/2023
Provably Efficient Algorithm for Nonstationary Low-Rank MDPs
Reinforcement learning (RL) under changing environment models many real-...
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06/22/2023
FuXi: A cascade machine learning forecasting system for 15-day global weather forecast
Over the past few years, due to the rapid development of machine learnin...
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05/04/2023
Boundary-aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval
Image retrieval plays an important role in the Internet world. Usually, ...
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03/20/2023
Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs
In reward-free reinforcement learning (RL), an agent explores the enviro...
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02/28/2023
DC-Former: Diverse and Compact Transformer for Person Re-Identification
In person re-identification (re-ID) task, it is still challenging to lea...
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08/05/2022
3D Pose Based Feedback for Physical Exercises
Unsupervised self-rehabilitation exercises and physical training can cau...
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07/04/2022
Solutions for Fine-grained and Long-tailed Snake Species Recognition in SnakeCLEF 2022
Automatic snake species recognition is important because it has vast pot...
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06/13/2022
Provable Benefit of Multitask Representation Learning in Reinforcement Learning
As representation learning becomes a powerful technique to reduce sample...
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03/25/2022
EmotionNAS: Two-stream Architecture Search for Speech Emotion Recognition
Speech emotion recognition (SER) is a crucial research topic in human-co...
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03/18/2022
Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation
Scene Graph Generation, which generally follows a regular encoder-decode...
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03/10/2022
Hyperspectral Imaging for cherry tomato
Cherry tomato (Solanum Lycopersicum) is popular with consumers over the ...
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03/05/2022
A Large-scale Comprehensive Dataset and Copy-overlap Aware Evaluation Protocol for Segment-level Video Copy Detection
In this paper, we introduce VCSL (Video Copy Segment Localization), a ne...
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12/09/2021
HBReID: Harder Batch for Re-identification
Triplet loss is a widely adopted loss function in ReID task which pulls ...
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05/12/2021
Looking at CTR Prediction Again: Is Attention All You Need?
Click-through rate (CTR) prediction is a critical problem in web search,...
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01/04/2021
CRSLab: An Open-Source Toolkit for Building Conversational Recommender System
In recent years, conversational recommender system (CRS) has received mu...
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11/04/2020
S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation
Real-time understanding in video is crucial in various AI applications s...
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02/28/2020
HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression
The emerging edge computing has promoted immense interests in compacting...
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07/31/2019
Career Choice as an Extended Spatial Evolutionary Public Goods Game
We propose an extended spatial evolutionary public goods game (SEPGG) mo...
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05/21/2018
DEEPEYE: A Compact and Accurate Video Comprehension at Terminal Devices Compressed with Quantization and Tensorization
As it requires a huge number of parameters when exposed to high dimensio...
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08/19/2017
