Representation Learning

Balanced Contrastive Learning for Long-Tailed Visual Recognition CVPR 2022 Barely-Supervised Learning: Semi-supervised Learning with Very Few Labeled Images AAAI 2022 BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning CVPR 2022 BBQ: A hand-built bias benchmark for question answering ACL 2022 B-Cos Networks: Alignment Is All We Need for Interpretability CVPR 2022 BeautifAI - Personalised Occasion-based Makeup Recommendation ACML 2022 Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks AAAI 2022 Bending Graphs: Hierarchical Shape Matching Using Gated Optimal Transport CVPR 2022 Better Uncertainty Calibration via Proper Scores for Classification and Beyond NeurIPS 2022 Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network IJCAI 2022 Beyond Learning Features: Training a Fully-Functional Classifier with ZERO Instance-Level Labels AAAI 2022 Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining ACL 2022 BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles ACL 2022 Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators NeurIPS 2022 Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources NeurIPS 2022 BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022 Bit Prioritization in Variational Autoencoders via Progressive Coding ICML 2022 Boosted Dense Retriever NAACL 2022 Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022 Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding CVPR 2022 BPE beyond Word Boundary: How NOT to use Multi Word Expressions in Neural Machine Translation ACL 2022 Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection NeurIPS 2022 Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets NeurIPS 2022 Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning NeurIPS 2022 CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism CVPR 2022