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Representation Learning

4516 directly classified papers

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Papers

Transformed Distribution Matching for Missing Value Imputation ICML 2023
xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages ACL 2023
Unsupervised Binary Code Translation with Application to Code Clone Detection and Vulnerability Discovery EMNLP 2023
Robust Representation Learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions AAAI 2023
Learning useful representations for shifting tasks and distributions ICML 2023
Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling AAAI 2023
PromptARA: Improving Deep Representation in Hybrid Automatic Readability Assessment with Prompt and Orthogonal Projection EMNLP 2023
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction ACL 2023
Scalable Spatiotemporal Graph Neural Networks AAAI 2023
Compositional Generalization without Trees using Multiset Tagging and Latent Permutations ACL 2023
ContraCLM: Contrastive Learning For Causal Language Model ACL 2023
Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations ICML 2023
RobustEmbed: Robust Sentence Embeddings Using Self-Supervised Contrastive Pre-Training EMNLP 2023
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes ACL 2023
Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering ICML 2023
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression ICML 2023
dugMatting: Decomposed-Uncertainty-Guided Matting ICML 2023
Marginalization is not Marginal: No Bad VAE Local Minima when Learning Optimal Sparse Representations ICML 2023
Leveraging Sub-class Discimination for Compositional Zero-Shot Learning AAAI 2023
InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models ICML 2023
Discrete Key-Value Bottleneck ICML 2023
Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona ACL 2023
C-NTPP: Learning Cluster-Aware Neural Temporal Point Process AAAI 2023
Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better ACL 2023