Nathan Susanj
10 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
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Machine Learning
(7)
Artificial Intelligence
(6)
Deep Learning
(6)
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(6)
Core AI
(6)
Speech & Audio
(4)
Recognition
(4)
Natural Language Processing
(3)
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(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Techniques
(2)
Computer Vision
(1)
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(1)
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(1)
Keywords
model compression
(5)
automatic speech recognition
(3)
recurrent neural network transducer
(3)
knowledge distillation
(2)
long short-term memory
(2)
speech recognition
(1)
computational complexity
(1)
multi-task learning
(1)
parameter-efficient learning
(1)
spoken language understanding
(1)
attention mechanism
(1)
speaker embedding
(1)
parameter-efficient transfer learning
(1)
continued pretraining
(1)
low-rank tensor
(1)
gradient optimization
(1)
model pruning
(1)
convolutional neural network
(1)
intent classification
(1)
transfer learning
(1)
Papers
Context-Driven Dynamic Pruning for Large Speech Foundation Models
Interspeech 2025
MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models
EMNLP 2025
Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models
EMNLP 2025
Wanda++: Pruning Large Language Models via Regional Gradients
ACL 2025
Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants
Interspeech 2023
Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding
AAAI 2022
ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition
Interspeech 2022
Knowledge Distillation via Module Replacing for Automatic Speech Recognition with Recurrent Neural Network Transducer
Interspeech 2022
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition
Interspeech 2022
Revisiting Pretraining with Adapters
ACL 2021