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Feature Learning

860 papers

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Papers

Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension COLING 2022
Interpretable Part-Whole Hierarchies and Conceptual-Semantic Relationships in Neural Networks CVPR 2022
Deep Decomposition for Stochastic Normal-Abnormal Transport CVPR 2022
Clothes-Changing Person Re-Identification With RGB Modality Only CVPR 2022
Partial Class Activation Attention for Semantic Segmentation CVPR 2022
Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes CVPR 2022
MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning CVPR 2022
3D Shape Reconstruction From 2D Images With Disentangled Attribute Flow CVPR 2022
Learning To Find Good Models in RANSAC CVPR 2022
Learning Multiple Dense Prediction Tasks From Partially Annotated Data CVPR 2022
Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling EMNLP 2022
On the Curious Case of l2 norm of Sense Embeddings EMNLP 2022
Beyond Additive Fusion: Learning Non-Additive Multimodal Interactions EMNLP 2022
Sentence Ambiguity, Grammaticality and Complexity Probes EMNLP 2022
Towards Learning Arabic Morphophonology EMNLP 2022
Dual Perspective of Label-Specific Feature Learning for Multi-Label Classification ICML 2022
Datamodels: Understanding Predictions with Data and Data with Predictions ICML 2022
C-MinHash: Improving Minwise Hashing with Circulant Permutation ICML 2022
Streaming Inference for Infinite Feature Models ICML 2022
Data-SUITE: Data-centric identification of in-distribution incongruous examples ICML 2022
COAT: Measuring Object Compositionality in Emergent Representations ICML 2022
Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial Networks IJCAI 2022
Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images IJCAI 2022
Self-Repetition in Abstractive Neural Summarizers IJCNLP 2022
Text Characterization Toolkit (TCT) IJCNLP 2022