feature learning

User-Controllable Arbitrary Style Transfer via Entropy Regularization AAAI 2023 VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution CVPR 2023 What Can We Learn from Unlearnable Datasets? NeurIPS 2023 When Online Learning Meets ODE: Learning without Forgetting on Variable Feature Space AAAI 2023 Why Does Sharpness-Aware Minimization Generalize Better Than SGD? NeurIPS 2023 ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection NeurIPS 2022 A Conservative Approach for Unbiased Learning on Unknown Biases CVPR 2022 A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 2022 Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition Interspeech 2022 An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks AAAI 2022 Are All Losses Created Equal: A Neural Collapse Perspective NeurIPS 2022 Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens EMNLP 2022 A Simple Episodic Linear Probe Improves Visual Recognition in the Wild CVPR 2022 Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model EMNLP 2022 A Theoretical Analysis on Feature Learning in Neural Networks: Emergence from Inputs and Advantage over Fixed Features ICLR 2022 Attention and Edge-Label Guided Graph Convolutional Networks for Named Entity Recognition EMNLP 2022 Balanced Multimodal Learning via On-the-Fly Gradient Modulation CVPR 2022 Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks AAAI 2022 Bi-volution: A Static and Dynamic Coupled Filter AAAI 2022 BoosterNet: Improving Domain Generalization of Deep Neural Nets Using Culpability-Ranked Features CVPR 2022 Can we Generalize and Distribute Private Representation Learning? AISTATS 2022 Category-Specific Nuance Exploration Network for Fine-Grained Object Retrieval AAAI 2022 CDGNet: Class Distribution Guided Network for Human Parsing CVPR 2022 Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation CVPR 2022 Clothes-Changing Person Re-Identification With RGB Modality Only CVPR 2022