Feature Learning

Sparse Maximum Margin Learning from Multimodal Human Behavioral Patterns AAAI 2023 Sparse Parameterization for Epitomic Dataset Distillation NeurIPS 2023 Starting From Non-Parametric Networks for 3D Point Cloud Analysis CVPR 2023 STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning ICCV 2023 Structure Learning of Latent Factors via Clique Search on Correlation Thresholded Graphs ICML 2023 Supervising the Centroid Baseline for Extractive Multi-Document Summarization EMNLP 2023 SWRR: Feature Map Classifier Based on Sliding Window Attention and High-Response Feature Reuse for Multimodal Emotion Recognition Interspeech 2023 T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction AAAI 2023 Topological Data Analysis for Speech Processing Interspeech 2023 Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes ICML 2023 Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network NeurIPS 2023 Towards Robust Metrics for Concept Representation Evaluation AAAI 2023 Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees AISTATS 2023 Visual DNA: Representing and Comparing Images Using Distributions of Neuron Activations CVPR 2023 3D Shape Reconstruction From 2D Images With Disentangled Attribute Flow CVPR 2022 Adaptive Feature Discrimination and Denoising for Asymmetric Text Matching COLING 2022 A Human-machine Interface for Few-shot Rule Synthesis for Information Extraction NAACL 2022 A Novel Graph Aggregation Method Based on Feature Distribution Around Each Ego-node for Heterophily ACML 2022 A Structured Span Selector NAACL 2022 Automatic Selection of Discriminative Features for Dementia Detection in Cantonese-Speaking People Interspeech 2022 Beyond Additive Fusion: Learning Non-Additive Multimodal Interactions EMNLP 2022 Category-Specific Nuance Exploration Network for Fine-Grained Object Retrieval AAAI 2022 Clothes-Changing Person Re-Identification With RGB Modality Only CVPR 2022 C-MinHash: Improving Minwise Hashing with Circulant Permutation ICML 2022 COAT: Measuring Object Compositionality in Emergent Representations ICML 2022