Guangjian Tian
11 papers · 2018–2023 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Century Club Β· Bronze
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Keyword Collector
(64)
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(5)
Core Methods
(5)
Optimization & Theory
(5)
Architectures
(3)
Learning Types
(3)
Computer Vision
(2)
Reinforcement Learning
(2)
Analysis Β· Computer Vision
(2)
Models
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Analysis Β· Speech & Audio
(1)
Applications
(1)
Keywords
recurrent neural network
(2)
reinforcement learning
(1)
low-rank approximation
(1)
anomaly detection
(1)
ensemble learning
(1)
policy gradient
(1)
feature selection
(1)
object detection
(1)
attention mechanism
(1)
instance segmentation
(1)
question generation
(1)
deep learning
(1)
speech analysis
(1)
tensor decomposition
(1)
variational inference
(1)
bellman equation
(1)
time series forecasting
(1)
pattern classification
(1)
fault detection
(1)
sequence modeling
(1)
Papers
Cross-Layer Retrospective Retrieving via Layer Attention
ICLR 2023
Encoding Recurrence into Transformers
ICLR 2023
Understanding and Mitigating Data Contamination in Deep Anomaly Detection: A Kernel-based Approach
IJCAI 2022
Understanding Policy Gradient Algorithms: A Sensitivity-Based Approach
ICML 2022
State-Aware Value Function Approximation with Attention Mechanism for Restless Multi-armed Bandits
IJCAI 2021
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting
AAAI 2021
Compact Autoregressive Network
AAAI 2020
Diversify Question Generation with Continuous Content Selectors and Question Type Modeling
EMNLP 2020
Do RNN and LSTM have Long Memory?
ICML 2020
Ensemble-based Ultrahigh-dimensional Variable Screening
IJCAI 2019
Long Distance Voice Channel Diagnosis Using Deep Neural Networks
Interspeech 2018