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Optimization

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Papers

Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract) IJCAI 2023
Efficient Global Robustness Certification of Neural Networks via Interleaving Twin-Network Encoding (Extended Abstract) IJCAI 2023
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2023
A Survey on Dataset Distillation: Approaches, Applications and Future Directions IJCAI 2023
What Lies beyond the Pareto Front? A Survey on Decision-Support Methods for Multi-Objective Optimization IJCAI 2023
A Survey on Efficient Training of Transformers IJCAI 2023
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features (Extended Abstract) IJCAI 2023
Optimizing the Computation of Overriding in DLN (Extended Abstract) IJCAI 2023
A Survey of Methods for Automated Algorithm Configuration (Extended Abstract) IJCAI 2023
On Adaptivity and Safety in Sequential Decision Making IJCAI 2023
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code IJCAI 2023
AutoML for Outlier Detection with Optimal Transport Distances IJCAI 2023
Dual-Mode NAM: Effective Top-K Context Injection for End-to-End ASR INTERSPEECH 2023
Factual Consistency Oriented Speech Recognition INTERSPEECH 2023
AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in the SUPERB Benchmark INTERSPEECH 2023
Incorporating L2 Phonemes Using Articulatory Features for Robust Speech Recognition INTERSPEECH 2023
Tensor decomposition for minimization of E2E SLU model toward on-device processing INTERSPEECH 2023
An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec INTERSPEECH 2023
Hybrid AHS: A Hybrid of Kalman Filter and Deep Learning for Acoustic Howling Suppression INTERSPEECH 2023
OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition INTERSPEECH 2023
Rehearsal-Free Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2023
Short-term Extrapolation of Speech Signals Using Recursive Neural Networks in the STFT Domain INTERSPEECH 2023
Delay-penalized CTC Implemented Based on Finite State Transducer INTERSPEECH 2023
Blank Collapse: Compressing CTC Emission for the Faster Decoding INTERSPEECH 2023
BASS: Block-wise Adaptation for Speech Summarization INTERSPEECH 2023