Representation Learning

RigNeRF: Fully Controllable Neural 3D Portraits CVPR 2022 Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge NeurIPS 2022 ROAD: Learning an Implicit Recursive Octree Auto-Decoder to Efficiently Encode 3D Shapes CoRL 2022 Robust Contrastive Learning Against Noisy Views CVPR 2022 Robust Cross-Modal Representation Learning With Progressive Self-Distillation CVPR 2022 Robust Invertible Image Steganography CVPR 2022 Robust Streaming PCA NeurIPS 2022 Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering EMNLP 2022 Role-based Multiplex Network Embedding ICML 2022 RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning IJCAI 2022 RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion ACL 2022 RRL: Regional Rotate Layer in Convolutional Neural Networks AAAI 2022 RuCCoN: Clinical Concept Normalization in Russian ACL 2022 S4-Tuning: A Simple Cross-lingual Sub-network Tuning Method ACL 2022 Salient ImageNet: How to discover spurious features in Deep Learning? ICLR 2022 Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? EMNLP 2022 Salient-to-Broad Transition for Video Person Re-Identification CVPR 2022 Same Author or Just Same Topic? Towards Content-Independent Style Representations ACL 2022 Same Cause; Different Effects in the Brain CLeaR 2022 Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models NAACL 2022 Sampling from Arbitrary Functions via PSD Models AISTATS 2022 SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph AACL 2022 Sapphire at SemEval-2022 Task 4: A Patronizing and Condescending Language Detection Model Based on Capsule Networks SemEval 2022 SAQAM: Spatial Audio Quality Assessment Metric Interspeech 2022 SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery NeurIPS 2022