representation learning

PALM: Probabilistic area loss Minimization for Protein Sequence Alignment UAI 2021 Parameterless Transductive Feature Re-representation for Few-Shot Learning ICML 2021 Parametric Complexity Bounds for Approximating PDEs with Neural Networks NeurIPS 2021 Pareto Self-Supervised Training for Few-Shot Learning CVPR 2021 Partial Feature Selection and Alignment for Multi-Source Domain Adaptation CVPR 2021 Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning AAAI 2021 Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021 Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss CVPR 2021 PAUSE: Positive and Annealed Unlabeled Sentence Embedding EMNLP 2021 Personalized Outfit Recommendation With Learnable Anchors CVPR 2021 PhonemeBERT: Joint Language Modelling of Phoneme Sequence and ASR Transcript Interspeech 2021 Point-Set Distances for Learning Representations of 3D Point Clouds ICCV 2021 Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation EACL 2021 Predicting Discourse Trees from Transformer-based Neural Summarizers NAACL 2021 Predicting Traffic Congestion Evolution: A Deep Meta Learning Approach IJCAI 2021 Predicting What You Already Know Helps: Provable Self-Supervised Learning NeurIPS 2021 Predictive Feature Learning for Future Segmentation Prediction ICCV 2021 Preservational Learning Improves Self-Supervised Medical Image Models by Reconstructing Diverse Contexts ICCV 2021 Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence ACL 2021 Pre-training Methods for Neural Machine Translation ACL 2021 Pretraining Representations for Data-Efficient Reinforcement Learning NeurIPS 2021 Pre-training Universal Language Representation ACL 2021 PR-Net: Preference Reasoning for Personalized Video Highlight Detection ICCV 2021 Probabilistic Model Distillation for Semantic Correspondence CVPR 2021 Progressive Domain Expansion Network for Single Domain Generalization CVPR 2021