Representation Learning

ProTo: Program-Guided Transformer for Program-Guided Tasks NeurIPS 2021 Prototype Completion With Primitive Knowledge for Few-Shot Learning CVPR 2021 Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing CVPR 2021 Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss NeurIPS 2021 Provable Meta-Learning of Linear Representations ICML 2021 Provable Representation Learning for Imitation with Contrastive Fourier Features NeurIPS 2021 Provably Strict Generalisation Benefit for Equivariant Models ICML 2021 PROVIDE: a probabilistic framework for unsupervised video decomposition UAI 2021 Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning AAAI 2021 Pseudo-Spherical Contrastive Divergence NeurIPS 2021 PU-GCN: Point Cloud Upsampling Using Graph Convolutional Networks CVPR 2021 Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords EMNLP 2021 PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds CVPR 2021 Quantitative Understanding of VAE as a Non-linearly Scaled Isometric Embedding ICML 2021 Quantization Algorithms for Random Fourier Features ICML 2021 Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis AAAI 2021 Quantum-inspired Neural Network for Conversational Emotion Recognition AAAI 2021 Query2Prod2Vec: Grounded Word Embeddings for eCommerce NAACL 2021 Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations ACL 2021 QuranTree.jl: A Julia Package for Quranic Arabic Corpus EACL 2021 RAFT: Recurrent All-Pairs Field Transforms for Optical Flow (Extended Abstract) IJCAI 2021 RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting ICCV 2021 Randomized Deep Structured Prediction for Discourse-Level Processing EACL 2021 Random probabilistic circuits UAI 2021 Ranking Neural Checkpoints CVPR 2021