Representation Learning

CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting AAAI 2022 CAtNIPP: Context-Aware Attention-based Network for Informative Path Planning CoRL 2022 CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure EMNLP 2022 CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting AAAI 2022 Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition AAAI 2022 Causality Inspired Representation Learning for Domain Generalization CVPR 2022 Causal Transportability for Visual Recognition CVPR 2022 CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning CVPR 2022 CENTAL at TSAR-2022 Shared Task: How Does Context Impact BERT-Generated Substitutions for Lexical Simplification? EMNLP 2022 CF-DETR: Coarse-to-Fine Transformers for End-to-End Object Detection AAAI 2022 Challenges in assistive technology development for an endangered language: an Irish (Gaelic) perspective ACL 2022 Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery NeurIPS 2022 Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap ICLR 2022 Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022 Characterizing Datapoints via Second-Split Forgetting NeurIPS 2022 Characterizing Verbatim Short-Term Memory in Neural Language Models CoNLL 2022 Character Jacobian: Modeling Chinese Character Meanings with Deep Learning Model COLING 2022 CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis NeurIPS 2022 Chinese Couplet Generation with Syntactic Information COLING 2022 Chronic Disease Management with Personalized Lab Test Response Prediction IJCAI 2022 CIGMO: Categorical invariant representations in a deep generative framework UAI 2022 CILex: An Investigation of Context Information for Lexical Substitution Methods COLING 2022 Class Guided Channel Weighting Network for Fine-Grained Semantic Segmentation AAAI 2022 CLEAR: Improving Vision-Language Navigation with Cross-Lingual, Environment-Agnostic Representations NAACL 2022 CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields CVPR 2022