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05/25/2023
Triplet Knowledge Distillation
In Knowledge Distillation, the teacher is generally much larger than the...
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10/31/2022
FusionFormer: Fusing Operations in Transformer for Efficient Streaming Speech Recognition
The recently proposed Conformer architecture which combines convolution ...
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04/06/2022
Retrieval-based Spatially Adaptive Normalization for Semantic Image Synthesis
Semantic image synthesis is a challenging task with many practical appli...
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03/31/2022
A Character-level Span-based Model for Mandarin Prosodic Structure Prediction
The accuracy of prosodic structure prediction is crucial to the naturaln...
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03/01/2022
BERT-LID: Leveraging BERT to Improve Spoken Language Identification
Language identification is a task of automatically determining the ident...
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08/17/2021
Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation
Unsupervised disentanglement learning is a crucial issue for understandi...
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08/05/2021
UniCon: Unified Context Network for Robust Active Speaker Detection
We introduce a new efficient framework, the Unified Context Network (Uni...
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08/05/2021
Structured Multi-modal Feature Embedding and Alignment for Image-Sentence Retrieval
The current state-of-the-art image-sentence retrieval methods implicitly...
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07/20/2021
Locality-aware Channel-wise Dropout for Occluded Face Recognition
Face recognition remains a challenging task in unconstrained scenarios, ...
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07/15/2021
Automatic Task Requirements Writing Evaluation via Machine Reading Comprehension
Task requirements (TRs) writing is an important question type in Key Eng...
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07/15/2021
A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation
The quality of vocal delivery is one of the key indicators for evaluatin...
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07/15/2021
Solving ESL Sentence Completion Questions via Pre-trained Neural Language Models
Sentence completion (SC) questions present a sentence with one or more b...
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07/15/2021
Multi-Task Learning based Online Dialogic Instruction Detection with Pre-trained Language Models
In this work, we study computational approaches to detect online dialogi...
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07/15/2021
Robust Learning for Text Classification with Multi-source Noise Simulation and Hard Example Mining
Many real-world applications involve the use of Optical Character Recogn...
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06/09/2021
Towards the Memorization Effect of Neural Networks in Adversarial Training
Recent studies suggest that “memorization” is one important factor for o...
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05/31/2021
Multi-Scale Attention Neural Network for Acoustic Echo Cancellation
Acoustic Echo Cancellation (AEC) plays a key role in speech interaction ...
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05/31/2021
Noise Classification Aided Attention-Based Neural Network for Monaural Speech Enhancement
This paper proposes an noise type classification aided attention-based n...
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05/31/2021
Multi-Scale Temporal Convolution Network for Classroom Voice Detection
Teaching with the cooperation of expert teacher and assistant teacher, w...
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05/31/2021
EchoFilter: End-to-End Neural Network for Acoustic Echo Cancellation
Acoustic Echo Cancellation (AEC) whose aim is to suppress the echo origi...
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03/18/2021
Pseudo-ISP: Learning Pseudo In-camera Signal Processing Pipeline from A Color Image Denoiser
The success of deep denoisers on real-world color photographs usually re...
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12/18/2020
AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text
Adversarial examples are vital to expose the vulnerability of machine le...
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10/31/2020
Personalized Multimodal Feedback Generation in Education
The automatic evaluation for school assignments is an important applicat...
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10/24/2020
Learning Fine-Grained Multimodal Alignment for Speech Emotion Recognition
Speech emotion recognition is a challenging task because the emotion exp...
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10/13/2020
Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations
There is an increasing interest in the use of automatic mathematical wor...
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04/21/2020