representation learning

Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics EMNLP 2023 Transparency at the Source: Evaluating and Interpreting Language Models With Access to the True Distribution EMNLP 2023 TranUSR: Phoneme-to-word Transcoder Based Unified Speech Representation Learning for Cross-lingual Speech Recognition Interspeech 2023 Tree Learning: Optimal Sample Complexity and Algorithms AAAI 2023 Tuning Pre-trained Model via Moment Probing ICCV 2023 Twin Contrastive Learning With Noisy Labels CVPR 2023 Two-Stream Networks for Weakly-Supervised Temporal Action Localization With Semantic-Aware Mechanisms CVPR 2023 Typo-Robust Representation Learning for Dense Retrieval ACL 2023 UATVR: Uncertainty-Adaptive Text-Video Retrieval ICCV 2023 Unbiased Supervised Contrastive Learning ICLR 2023 Uncovering Meanings of Embeddings via Partial Orthogonality NeurIPS 2023 Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning NeurIPS 2023 Understanding and Bridging the Modality Gap for Speech Translation ACL 2023 Understanding and Constructing Latent Modality Structures in Multi-Modal Representation Learning CVPR 2023 Understanding and Generalizing Contrastive Learning from the Inverse Optimal Transport Perspective ICML 2023 Understanding and Improving Feature Learning for Out-of-Distribution Generalization NeurIPS 2023 Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes NeurIPS 2023 Understanding Imbalanced Semantic Segmentation Through Neural Collapse CVPR 2023 Understanding Masked Autoencoders via Hierarchical Latent Variable Models CVPR 2023 Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data AISTATS 2023 Understanding Representation Learnability of Nonlinear Self-Supervised Learning AAAI 2023 Understanding Self-Predictive Learning for Reinforcement Learning ICML 2023 Understanding the Inner-workings of Language Models Through Representation Dissimilarity EMNLP 2023 Unicom: Universal and Compact Representation Learning for Image Retrieval ICLR 2023 Unified Representation for Non-compositional and Compositional Expressions EMNLP 2023