Shih-Chii Liu
11 papers · 2006–2024 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Pioneer
π
Keyword Champion
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(6)
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Conference Pioneer
π
Century Club Β· Bronze
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Keyword Collector
(51)
π
Trend Setter
π
Renaissance Researcher
(7)
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(5)
Application Areas
(5)
Architectures
(3)
Optimization & Theory Β· Machine Learning
(3)
Artificial Intelligence
(2)
Speech & Audio
(2)
Core AI
(2)
Core Methods
(2)
Optimization & Theory Β· Deep Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Keywords
recurrent neural network
(3)
source separation
(2)
neural network
(2)
computational efficiency
(2)
training optimization
(1)
attention mechanism
(1)
vlsi neural networks
(1)
speech enhancement
(1)
neuromorphic computing
(1)
out-of-distribution generalization
(1)
optical flow estimation
(1)
selective attention
(1)
signal-to-noise ratio
(1)
very large scale integration
(1)
optical flow
(1)
speech recognition
(1)
neural representation
(1)
parameter uncertainty
(1)
neural network regularization
(1)
attentional processing
(1)
Papers
DeltaDEQ: Exploiting Heterogeneous Convergence for Accelerating Deep Equilibrium Iterations
NeurIPS 2024
Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement
Interspeech 2024
Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training
AAAI 2024
Regularized Parameter Uncertainty for Improving Generalization in Reinforcement Learning
CVPR 2024
Learning to Exploit Multiple Vision Modalities by Using Grafted Networks
ECCV 2020
Multi-channel Attention for End-to-End Speech Recognition
Interspeech 2018
Speaker Activity Detection and Minimum Variance Beamforming for Source Separation
Interspeech 2018
Delta Networks for Optimized Recurrent Network Computation
ICML 2017
Monaural Source Separation Using a Random Forest Classifier
Interspeech 2016
Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences
NeurIPS 2016
Attentional Processing on a Spike-Based VLSI Neural Network
NeurIPS 2006