Longbiao Cheng
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(3)
Optimization & Theory · Deep Learning
(3)
Speech & Audio
(2)
Architectures
(2)
Synthesis
(2)
Computer Science
(1)
Computer Vision
(1)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Optimization & Theory · Machine Learning
(1)
Processing
(1)
Systems
(1)
Keywords
neural network
(2)
reinforcement learning
(1)
out-of-distribution generalization
(1)
speech enhancement
(1)
computational efficiency
(1)
training optimization
(1)
optical flow
(1)
optical flow estimation
(1)
neural representation
(1)
parameter uncertainty
(1)
neural network regularization
(1)
hidden state
(1)
recurrent neural network
(1)
deep equilibrium model
(1)
implicit neural network
(1)
edge computing
(1)
backpropagation through time
(1)
dynamic gating
(1)
inference acceleration
(1)
gated recurrent neural network
(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
Residual Echo and Noise Cancellation with Feature Attention Module and Multi-Domain Loss Function
Interspeech 2021