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Papers
Refining Attention for Explainable and Noise-Robust Fact-Checking with Transformers
EMNLP 2025
Robust Preference Optimization via Dynamic Target Margins
ACL 2025
SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness
AAAI 2025
Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video
ICLR 2025
Towards Bitrate-Efficient and Noise-Robust Speech Coding with Variable Bitrate RVQ
Interspeech 2025
Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction
ICLR 2025
Vision-Integrated High-Quality Neural Speech Coding
Interspeech 2025
Visual-Aware Speech Recognition for Noisy Scenarios
EMNLP 2025
Visual Cues Support Robust Turn-taking Prediction in Noise
Interspeech 2025
Accelerated Parameter-Free Stochastic Optimization
COLT 2024
An Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation
COLING 2024
An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS
Interspeech 2024
Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations
Interspeech 2024
Desiderata For The Context Use Of Question Answering Systems
EACL 2024
Dual Self-Paced Cross-Modal Hashing
AAAI 2024
Enforcing Sparsity on Latent Space for Robust and Explainable Representations
WACV 2024
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training
ACL 2024
Exploring the impact of noise in low-resource ASR for Tamil
EACL 2024
Gradient Coreset for Federated Learning
WACV 2024
Improving Multilingual ASR Robustness to Errors in Language Input
Interspeech 2024
Improving Noise Robustness in Self-supervised Pre-trained Model for Speaker Verification
Interspeech 2024
Keep, Delete, or Substitute: Frame Selection Strategy for Noise-Robust Speech Emotion Recognition
Interspeech 2024
Large Language Models are Efficient Learners of Noise-Robust Speech Recognition
ICLR 2024
NAST: Noise Aware Speech Tokenization for Speech Language Models
Interspeech 2024
Noise-robust Speech Separation with Fast Generative Correction
Interspeech 2024