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Found 12 papers, 2 papers with code
Apollonion: Profile-centric Dialog Agent
Besides, we proposed a series of evaluation protocols for personalization: to what extend the response is personal to the different users.
Experts' cognition-driven ensemble deep learning for external validation of predicting pathological complete response to neoadjuvant chemotherapy from histological images in breast cancer
The primary reason for this situation lies in that the distribution of the external data for validation is different from the distribution of the training data for the construction of the predictive model.
Few-shot Multi-domain Knowledge Rearming for Context-aware Defence against Advanced Persistent Threats
Secondly, to rearm current security strategies, an finetuning-based deployment mechanism is proposed to transfer learned knowledge into the student model, while minimizing the defense cost.
DHBE: Data-free Holistic Backdoor Erasing in Deep Neural Networks via Restricted Adversarial Distillation
Instead of the staged pipeline, the DHBE treats the backdoor erasing task as a unified adversarial procedure, which seeks equilibrium between two different competing processes: distillation and backdoor regularization.
CATFL: Certificateless Authentication-based Trustworthy Federated Learning for 6G Semantic Communications
Most existing studies on trustworthy FL aim to eliminate data poisoning threats that are produced by malicious clients, but in many cases, eliminating model poisoning attacks brought by fake servers is also an important objective.
A deep learning approach to solve forward differential problems on graphs
We propose a novel deep learning (DL) approach to solve one-dimensional non-linear elliptic, parabolic, and hyperbolic problems on graphs.
DLFormer: Discrete Latent Transformer for Video Inpainting
Video inpainting remains a challenging problem to fill with plausible and coherent content in unknown areas in video frames despite the prevalence of data-driven methods.
Constructing a Family Tree of Ten Indo-European Languages with Delexicalized Cross-linguistic Transfer Patterns
It is reasonable to hypothesize that the divergence patterns formulated by historical linguists and typologists reflect constraints on human languages, and are thus consistent with Second Language Acquisition (SLA) in a certain way.
Semantic Parsing for English as a Second Language
This paper is concerned with semantic parsing for English as a second language (ESL).
Hyperspectral Imaging With Random Printed Mask
In this paper, based on a simple but not widely noticed phenomenon that the color printer can print color masks with a large number of independent spectral transmission responses, we propose a simple and low-budget scheme to capture the hyperspectral images with a random mask printed by the consumer-level color printer.
Spectral Reconstruction From Dispersive Blur: A Novel Light Efficient Spectral Imager
Developing high light efficiency imaging techniques to retrieve high dimensional optical signal is a long-term goal in computational photography.
The Speechtransformer for Large-scale Mandarin Chinese Speech Recognition
Attention-based sequence-to-sequence architectures have made great progress in the speech recognition task.
