Representation Learning

Equivariant Point Cloud Analysis via Learning Orientations for Message Passing CVPR 2022 Estimating Fine-Grained Noise Model via Contrastive Learning CVPR 2022 ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography NeurIPS 2022 Exact learning dynamics of deep linear networks with prior knowledge NeurIPS 2022 ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022 Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning EMNLP 2022 Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention CVPR 2022 Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes NeurIPS 2022 Exploiting Invariance in Training Deep Neural Networks AAAI 2022 Exploiting Redundancy: Separable Group Convolutional Networks on Lie Groups ICML 2022 Exploring Dual Encoder Architectures for Question Answering EMNLP 2022 Exploring the Latent Space of Autoencoders with Interventional Assays NeurIPS 2022 Extracting Operator Trees from Model Embeddings EMNLP 2022 Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training ACL 2022 Feature Erasing and Diffusion Network for Occluded Person Re-Identification CVPR 2022 Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing AAAI 2022 Feature Kernel Distillation ICLR 2022 Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NeurIPS 2022 Federated Learning With Position-Aware Neurons CVPR 2022 FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022 FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting NeurIPS 2022 Finding Influential Instances for Distantly Supervised Relation Extraction COLING 2022 Fine-grained Multi-lingual Disentangled Autoencoder for Language-agnostic Representation Learning EMNLP 2022 Fine-Grained Predicates Learning for Scene Graph Generation CVPR 2022 FINet: Dual Branches Feature Interaction for Partial-to-Partial Point Cloud Registration AAAI 2022