representation learning

Learning Time-Invariant Representations for Individual Neurons from Population Dynamics NeurIPS 2023 Learning to Abstract with Nonparametric Variational Information Bottleneck EMNLP 2023 Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization EMNLP 2023 Learning to Count Isomorphisms with Graph Neural Networks AAAI 2023 Learning to Discern: Imitating Heterogeneous Human Demonstrations with Preference and Representation Learning CoRL 2023 Learning to Distill Global Representation for Sparse-View CT ICCV 2023 Learning To Measure the Point Cloud Reconstruction Loss in a Representation Space CVPR 2023 Learning to Parameterize Visual Attributes for Open-set Fine-grained Retrieval NeurIPS 2023 Learning Topology-Agnostic EEG Representations with Geometry-Aware Modeling NeurIPS 2023 Learning to Select Pivotal Samples for Meta Re-weighting AAAI 2023 Learning to Select Prototypical Parts for Interpretable Sequential Data Modeling AAAI 2023 Learning useful representations for shifting tasks and distributions ICML 2023 Learning Visual Representations via Language-Guided Sampling CVPR 2023 Learning With Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning CVPR 2023 Learning World Models with Identifiable Factorization NeurIPS 2023 Learn to Accumulate Evidence from All Training Samples: Theory and Practice ICML 2023 Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation IJCAI 2023 Leveraging Label Information for Multimodal Emotion Recognition Interspeech 2023 Leveraging sparse and shared feature activations for disentangled representation learning NeurIPS 2023 Lightweight Image Super-Resolution with Superpixel Token Interaction ICCV 2023 LIMITR: Leveraging Local Information for Medical Image-Text Representation ICCV 2023 Ling-CL: Understanding NLP Models through Linguistic Curricula EMNLP 2023 Lip2Vec: Efficient and Robust Visual Speech Recognition via Latent-to-Latent Visual to Audio Representation Mapping ICCV 2023 Literary Intertextual Semantic Change Detection: Application and Motivation for Evaluating Models on Small Corpora EMNLP 2023 LIV: Language-Image Representations and Rewards for Robotic Control ICML 2023