Representation Learning

Representation Learning with Multi-Step Inverse Kinematics: An Efficient and Optimal Approach to Rich-Observation RL ICML 2023 Representation of Lexical Stylistic Features in Language Models’ Embedding Space ACL 2023 Representation Projection Invariance Mitigates Representation Collapse EMNLP 2023 Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition ICML 2023 Reproducing Kernels and New Approaches in Compositional Data Analysis JMLR 2023 RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL AAAI 2023 Resolving Elliptical Compounds in German Medical Text ACL 2023 ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting NeurIPS 2023 Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-type Samplers ICML 2023 Resurrecting Recurrent Neural Networks for Long Sequences ICML 2023 Retaining Beneficial Information from Detrimental Data for Neural Network Repair NeurIPS 2023 Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion EMNLP 2023 Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals NeurIPS 2023 Rethinking Image Super Resolution From Long-Tailed Distribution Learning Perspective CVPR 2023 Rethinking Rotation in Self-Supervised Contrastive Learning: Adaptive Positive or Negative Data Augmentation WACV 2023 Rethinking Rotation Invariance with Point Cloud Registration AAAI 2023 Rethinking Speech Recognition with A Multimodal Perspective via Acoustic and Semantic Cooperative Decoding Interspeech 2023 Rethinking the Construction of Effective Metrics for Understanding the Mechanisms of Pretrained Language Models EMNLP 2023 Rethinking the Expressive Power of GNNs via Graph Biconnectivity ICLR 2023 Rethinking the Visual Cues in Audio-Visual Speaker Extraction Interspeech 2023 Rethinking Weak Supervision in Helping Contrastive Learning ICML 2023 Rethinking Word-Level Auto-Completion in Computer-Aided Translation EMNLP 2023 Retrieval-Based Transformer for Table Augmentation ACL 2023 Retrieval-Enhanced Dual Encoder Training for Product Matching EMNLP 2023 Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning EMNLP 2023