Conference

Speaker-Adaptive Lipreading via Spatio-Temporal Information Learning
Lipreading has been rapidly developed recently with the help of large-scale datasets and big models. Despite the significant progress …
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Speaker-Adaptive Lipreading via Spatio-Temporal Information Learning
Data-Free Watermark for Deep Neural Networks by Truncated Adversarial Distillation
Model watermarking secures ownership verification and copyright protection of deep neural networks. In the black-box scenario, …
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Data-Free Watermark for Deep Neural Networks by Truncated Adversarial Distillation
Revisiting the Information Capacity of Neural Network Watermarks: Upper Bound Estimation and Beyond
To trace the copyright of deep neural networks, an owner can embed its identity information into its model as a watermark. The capacity …
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Revisiting the Information Capacity of Neural Network Watermarks: Upper Bound Estimation and Beyond
NWS: Natural Textual Backdoor Attacks via Word Substitution
Backdoor attacks pose a serious security threat for natural language processing (NLP). Backdoored NLP models perform normally on clean …
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NWS: Natural Textual Backdoor Attacks via Word Substitution
SDPSAT: Syntactic Dependency Parsing Structure-Guided Semi-Autoregressive Machine Translation
The advent of non-autoregressive machine translation (NAT) accelerates the decoding superior to autoregressive machine translation (AT) …
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SDPSAT: Syntactic Dependency Parsing Structure-Guided Semi-Autoregressive Machine Translation
Is Continuous Prompt a Combination of Discrete Prompts? Towards a Novel View for Interpreting Continuous Prompts
The broad adoption of continuous prompts has brought state-of-the-art results on a diverse array of downstream natural language …
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Is Continuous Prompt a Combination of Discrete Prompts? Towards a Novel View for Interpreting Continuous Prompts
Measure and Countermeasure of the Capsulation Attack against Backdoor-based Deep Neural Network Watermarks
Backdoor-based watermarking schemes were proposed to protect the intellectual property of deep neural networks under the black-box …
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Measure and Countermeasure of the Capsulation Attack against Backdoor-based Deep Neural Network Watermarks
FedPrompt: Communication-Efficient and Privacy-Preserving Prompt Tuning in Federated Learning
Federated learning (FL) has enabled global model training on decentralized data in a privacy-preserving way. However, for tasks that …
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FedPrompt: Communication-Efficient and Privacy-Preserving Prompt Tuning in Federated Learning
Content-Insensitive Dynamic Lip Feature Extraction for Visual Speaker Authentication against Deepfake Attacks
Recent research has shown that lip-based speaker authenti- cation system can achieve good authentication performance. However, with …
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Content-Insensitive Dynamic Lip Feature Extraction for Visual Speaker Authentication against Deepfake Attacks
An Auto-Encoder Based Method for Camera Fingerprint Compression
Camera fingerprint links a picture to its camera sensor, which is widely applied in sensor device identification, social network …
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An Auto-Encoder Based Method for Camera Fingerprint Compression