| Separate and conquer heuristic allows robust mining of contrast sets in classification, regression, and survival data | Apr 1, 2022 | AttributePrognosis | CodeCode Available | 1 |
| Truth Serum: Poisoning Machine Learning Models to Reveal Their Secrets | Mar 31, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Improving Adversarial Transferability via Neuron Attribution-Based Attacks | Mar 31, 2022 | Attribute | CodeCode Available | 1 |
| RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis | Mar 31, 2022 | AttributeDiagnostic | —Unverified | 0 |
| TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing | Mar 31, 2022 | AttributeDisentanglement | CodeCode Available | 1 |
| Robust Reputation Independence in Ranking Systems for Multiple Sensitive Attributes | Mar 30, 2022 | Attribute | —Unverified | 0 |
| Fair Contrastive Learning for Facial Attribute Classification | Mar 30, 2022 | AttributeClassification | CodeCode Available | 1 |
| Learning Fair Models without Sensitive Attributes: A Generative Approach | Mar 30, 2022 | AttributeFairness | CodeCode Available | 0 |
| Quantifying Societal Bias Amplification in Image Captioning | Mar 29, 2022 | AttributeImage Captioning | CodeCode Available | 1 |
| Hybrid Routing Transformer for Zero-Shot Learning | Mar 29, 2022 | AttributeDecoder | —Unverified | 0 |
| 3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow | Mar 29, 2022 | 3D Reconstruction3D Shape Reconstruction | CodeCode Available | 1 |
| StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis | Mar 29, 2022 | AttributeFairness | CodeCode Available | 1 |
| Disentangling speech from surroundings with neural embeddings | Mar 29, 2022 | Attribute | —Unverified | 0 |
| Video Polyp Segmentation: A Deep Learning Perspective | Mar 27, 2022 | AttributeDeep Learning | CodeCode Available | 2 |
| Adversarial Representation Sharing: A Quantitative and Secure Collaborative Learning Framework | Mar 27, 2022 | AttributeAttribute Extraction | —Unverified | 0 |
| Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured Constraints | Mar 25, 2022 | AttributeInformation Retrieval | CodeCode Available | 0 |
| 3D GAN Inversion for Controllable Portrait Image Animation | Mar 25, 2022 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Effective Explanations for Entity Resolution Models | Mar 24, 2022 | Attributecounterfactual | CodeCode Available | 0 |
| Linking Emergent and Natural Languages via Corpus Transfer | Mar 24, 2022 | AttributeDisentanglement | CodeCode Available | 1 |
| Learning Disentangled Representation for One-shot Progressive Face Swapping | Mar 24, 2022 | AttributeDisentanglement | CodeCode Available | 0 |
| Mix and Match: Learning-free Controllable Text Generation using Energy Language Models | Mar 24, 2022 | AttributeLanguage Modeling | CodeCode Available | 1 |
| IA-FaceS: A Bidirectional Method for Semantic Face Editing | Mar 24, 2022 | Attribute | CodeCode Available | 1 |
| Intrinsic Bias Identification on Medical Image Datasets | Mar 24, 2022 | AttributeMedical Image Analysis | —Unverified | 0 |
| Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning | Mar 23, 2022 | AttributeFairness | —Unverified | 0 |
| Learning to Censor by Noisy Sampling | Mar 23, 2022 | Attribute | CodeCode Available | 0 |
| Gated Domain-Invariant Feature Disentanglement for Domain Generalizable Object Detection | Mar 22, 2022 | AttributeDisentanglement | —Unverified | 0 |
| A Contrastive Objective for Learning Disentangled Representations | Mar 21, 2022 | AttributeInformativeness | CodeCode Available | 0 |
| Multi-Modal Learning Using Physicians Diagnostics for Optical Coherence Tomography Classification | Mar 20, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Attri-VAE: attribute-based interpretable representations of medical images with variational autoencoders | Mar 20, 2022 | AttributeDisentanglement | CodeCode Available | 1 |
| Analyzing speaker verification embedding extractors and back-ends under language and channel mismatch | Mar 19, 2022 | AttributeSpeaker Verification | —Unverified | 0 |
| The price of unfairness in linear bandits with biased feedback | Mar 18, 2022 | AttributeDecision Making | —Unverified | 0 |
| 3DAC: Learning Attribute Compression for Point Clouds | Mar 17, 2022 | Attribute | CodeCode Available | 1 |
| STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity | Mar 17, 2022 | AttributeClustering | CodeCode Available | 1 |
| Semantic-aligned Fusion Transformer for One-shot Object Detection | Mar 17, 2022 | AttributeObject | —Unverified | 0 |
| Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning | Mar 17, 2022 | AttributeFew-Shot Image Classification | CodeCode Available | 1 |
| Knowledge Graph Embedding Methods for Entity Alignment: An Experimental Review | Mar 17, 2022 | AttributeEntity Alignment | CodeCode Available | 1 |
| Lorenz map, inequality ordering and curves based on multidimensional rearrangements | Mar 17, 2022 | Attribute | —Unverified | 0 |
| One-Shot Adaptation of GAN in Just One CLIP | Mar 17, 2022 | AttributeImage Retrieval | CodeCode Available | 1 |
| Attribute Group Editing for Reliable Few-shot Image Generation | Mar 16, 2022 | AttributeDictionary Learning | CodeCode Available | 1 |
| Measuring Fairness of Text Classifiers via Prediction Sensitivity | Mar 16, 2022 | Attributecounterfactual | —Unverified | 0 |
| Style Transformer for Image Inversion and Editing | Mar 15, 2022 | AttributeImage-to-Image Translation | CodeCode Available | 1 |
| Gold Doesn't Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information | Mar 15, 2022 | Attribute | CodeCode Available | 0 |
| Respecting causality is all you need for training physics-informed neural networks | Mar 14, 2022 | AllAttribute | CodeCode Available | 2 |
| ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation | Mar 14, 2022 | AttributeDomain Adaptation | CodeCode Available | 0 |
| Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning | Mar 14, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| Differentiated Relevances Embedding for Group-based Referring Expression Comprehension | Mar 12, 2022 | AttributeObject | —Unverified | 0 |
| StyleBabel: Artistic Style Tagging and Captioning | Mar 10, 2022 | AttributeForm | —Unverified | 0 |
| Restoring and attributing ancient texts using deep neural networks | Mar 9, 2022 | Ancient Text RestorationAttribute | CodeCode Available | 2 |
| A Gating Model for Bias Calibration in Generalized Zero-shot Learning | Mar 8, 2022 | AttributeGeneralized Zero-Shot Learning | CodeCode Available | 0 |
| Estimating the Uncertainty in Emotion Class Labels with Utterance-Specific Dirichlet Priors | Mar 8, 2022 | AttributeEmotion Classification | —Unverified | 0 |