Feature Learning

A Two-Stage Information Extraction Network for Incomplete Multi-View Multi-Label Classification AAAI 2024 Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification AAAI 2024 A Unified Framework for Discovering Discrete Symmetries AISTATS 2024 Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. NeurIPS 2024 Bridging Word-Pair and Token-Level Metaphor Detection with Explainable Domain Mining ACL 2024 Capturing the denoising effect of PCA via compression ratio NeurIPS 2024 Collaborative Refining for Learning from Inaccurate Labels NeurIPS 2024 ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion CVPR 2024 Contributing Dimension Structure of Deep Feature for Coreset Selection AAAI 2024 Cross-Layer and Cross-Sample Feature Optimization Network for Few-Shot Fine-Grained Image Classification AAAI 2024 Daisy at WASSA 2024 Empathy and Personality Shared Task: A Quick Exploration on Emotional Pattern of Empathy and Distress ACL 2024 Data Distribution Valuation NeurIPS 2024 Decomposing Global Feature Effects Based on Feature Interactions JMLR 2024 Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module NeurIPS 2024 Deep Homography Estimation for Visual Place Recognition AAAI 2024 DenoiseRep: Denoising Model for Representation Learning NeurIPS 2024 Detecting Machine-Generated Long-Form Content with Latent-Space Variables EMNLP 2024 Diffusion Language-Shapelets for Semi-supervised Time-Series Classification AAAI 2024 Discovering Sequential Patterns with Predictable Inter-event Delays AAAI 2024 Distributed Manifold Hashing for Image Set Classification and Retrieval AAAI 2024 DNNLasso: Scalable Graph Learning for Matrix-Variate Data AISTATS 2024 Does Large Language Model Contain Task-Specific Neurons? EMNLP 2024 Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks NeurIPS 2024 Explaining Datasets in Words: Statistical Models with Natural Language Parameters NeurIPS 2024 Exploiting Careful Design of SVM Solution for Aspect-term Sentiment Analysis EMNLP 2024