| Privacy-Aware Communication Over a Wiretap Channel with Generative Networks | Oct 8, 2021 | Attribute | —Unverified | 0 |
| StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis | Oct 7, 2021 | AttributeData Augmentation | CodeCode Available | 1 |
| The Benefits of Being Categorical Distributional: Uncertainty-aware Regularized Exploration in Reinforcement Learning | Oct 7, 2021 | Atari GamesAttribute | —Unverified | 0 |
| Generative Modeling with Optimal Transport Maps | Oct 6, 2021 | AttributeColorization | CodeCode Available | 1 |
| DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation | Oct 6, 2021 | AttributeImage Generation | CodeCode Available | 1 |
| Multi-Objective Few-shot Learning for Fair Classification | Oct 5, 2021 | AttributeClassification | —Unverified | 0 |
| Sicilian Translator: A Recipe for Low-Resource NMT | Oct 5, 2021 | AttributeLow-Resource Neural Machine Translation | CodeCode Available | 0 |
| FICGAN: Facial Identity Controllable GAN for De-identification | Oct 2, 2021 | AttributeDe-identification | —Unverified | 0 |
| Inference-InfoGAN: Inference Independence via Embedding Orthogonal Basis Expansion | Oct 2, 2021 | AttributeDisentanglement | —Unverified | 0 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| From Zero-Shot Machine Learning to Zero-Day Attack Detection | Sep 30, 2021 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Assessing Algorithmic Biases for Musical Version Identification | Sep 30, 2021 | AttributeInformation Retrieval | —Unverified | 0 |
| Adversarial Training: A simple and efficient technique to Improving NLP Robustness | Sep 29, 2021 | Adversarial TextAttribute | —Unverified | 0 |
| Sep 29, 2021 | AttributeDecision Making | —Unverified | 0 |
| Causal ImageNet: How to discover spurious features in Deep Learning? | Sep 29, 2021 | AttributeDeep Learning | —Unverified | 0 |
| Text-Driven Image Manipulation via Semantic-Aware Knowledge Transfer | Sep 29, 2021 | AttributeImage Manipulation | —Unverified | 0 |
| Unsupervised Domain Adaptation By Optimal Transportation Of Clusters Between Domains | Sep 29, 2021 | AttributeClustering | —Unverified | 0 |
| Delving into Feature Space: Improving Adversarial Robustness by Feature Spectral Regularization | Sep 29, 2021 | Adversarial RobustnessAttribute | —Unverified | 0 |
| Learning to Adapt to Semantic Shift | Sep 29, 2021 | AttributeMeta-Learning | —Unverified | 0 |
| Generalized Demographic Parity for Group Fairness | Sep 29, 2021 | AttributeFairness | CodeCode Available | 0 |
| Natural Language Descriptions of Deep Features | Sep 29, 2021 | Attribute | —Unverified | 0 |
| Early Stop And Adversarial Training Yield Better surrogate Model: Very Non-Robust Features Harm Adversarial Transferability | Sep 29, 2021 | Attribute | —Unverified | 0 |
| CONTROLLING THE MEMORABILITY OF REAL AND UNREAL FACE IMAGES | Sep 29, 2021 | Attribute | —Unverified | 0 |
| Sanitizer: Sanitizing data for anonymizing sensitive information | Sep 29, 2021 | Attribute | —Unverified | 0 |
| Language-Guided Image Clustering | Sep 29, 2021 | AttributeClustering | —Unverified | 0 |
| DICE: A Simple Sparsification Method for Out-of-distribution Detection | Sep 29, 2021 | AttributeOut-of-Distribution Detection | —Unverified | 0 |
| Scaling Fair Learning to Hundreds of Intersectional Groups | Sep 29, 2021 | AttributeFairness | —Unverified | 0 |
| Multi-Trigger-Key: Towards Multi-Task Privacy-Preserving In Deep Learning | Sep 29, 2021 | AttributeDeep Learning | —Unverified | 0 |
| Leveraging Attribute Conditioning for Abstractive Multi Document Summarization | Sep 29, 2021 | AttributeDocument Summarization | —Unverified | 0 |
| A Step-Wise Weighting Approach for Controllable Text Generation | Sep 29, 2021 | AttributeLanguage Modeling | —Unverified | 0 |
| LR-to-HR Face Hallucination with an Adversarial Progressive Attribute-Induced Network | Sep 29, 2021 | AttributeFace Hallucination | —Unverified | 0 |
| Prediction of the Facial Growth Direction is Challenging | Sep 28, 2021 | AttributeData Augmentation | —Unverified | 0 |
| Marked Attribute Bias in Natural Language Inference | Sep 28, 2021 | AttributeNatural Language Inference | CodeCode Available | 0 |
| Boost-RS: Boosted Embeddings for Recommender Systems and its Application to Enzyme-Substrate Interaction Prediction | Sep 28, 2021 | AttributeAuxiliary Learning | CodeCode Available | 0 |
| Adaptive Attribute and Structure Subspace Clustering Network | Sep 28, 2021 | AttributeClustering | CodeCode Available | 0 |
| Extracting and Inferring Personal Attributes from Dialogue | Sep 26, 2021 | AttributeLanguage Modeling | CodeCode Available | 1 |
| MixNN: Protection of Federated Learning Against Inference Attacks by Mixing Neural Network Layers | Sep 26, 2021 | AttributeFederated Learning | —Unverified | 0 |
| DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning | Sep 24, 2021 | AttributeMultimodal Deep Learning | —Unverified | 0 |
| Faithful Target Attribute Prediction in Neural Machine Translation | Sep 24, 2021 | AttributeData Augmentation | CodeCode Available | 0 |
| Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding | Sep 24, 2021 | Attribute | CodeCode Available | 0 |
| Modeling Dynamic Attributes for Next Basket Recommendation | Sep 23, 2021 | AttributeNext-basket recommendation | —Unverified | 0 |
| Orthogonal Graph Neural Networks | Sep 23, 2021 | AttributeGraph Classification | CodeCode Available | 1 |
| Multi-view Contrastive Self-Supervised Learning of Accounting Data Representations for Downstream Audit Tasks | Sep 23, 2021 | Anomaly DetectionAttribute | —Unverified | 0 |
| EEG Signal Processing using Wavelets for Accurate Seizure Detection through Cost Sensitive Data Mining | Sep 22, 2021 | AttributeEEG | —Unverified | 0 |
| Investigating Entropy for Extractive Document Summarization | Sep 22, 2021 | AttributeDocument Summarization | —Unverified | 0 |
| Generating Compositional Color Representations from Text | Sep 22, 2021 | AttributeContrastive Learning | —Unverified | 0 |
| Less is More: Learning from Synthetic Data with Fine-grained Attributes for Person Re-Identification | Sep 22, 2021 | AttributeDiversity | CodeCode Available | 1 |
| Contrastive Learning for Fair Representations | Sep 22, 2021 | AttributeContrastive Learning | —Unverified | 0 |
| DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editing | Sep 22, 2021 | AttributeContrastive Learning | CodeCode Available | 1 |
| Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values | Sep 21, 2021 | AttributeFairness | —Unverified | 0 |