Representation Learning

Implicit Representations via Operator Learning ICML 2024 Importance Matching Lemma for Lossy Compression with Side Information AISTATS 2024 Impossible Distillation for Paraphrasing and Summarization: How to Make High-quality Lemonade out of Small, Low-quality Model NAACL 2024 Improve Dense Passage Retrieval with Entailment Tuning EMNLP 2024 Improved Implicit Neural Representation with Fourier Reparameterized Training CVPR 2024 Improved Operator Learning by Orthogonal Attention ICML 2024 Improved Regret of Linear Ensemble Sampling NeurIPS 2024 Improved Sample Complexity Bounds for Diffusion Model Training NeurIPS 2024 Improving Antibody Humanness Prediction using Patent Data ICML 2024 Improving Bengali and Hindi Large Language Models COLING 2024 Improving Bird's Eye View Semantic Segmentation by Task Decomposition CVPR 2024 Improving Context Understanding in Multimodal Large Language Models via Multimodal Composition Learning ICML 2024 Improving Decision Sparsity NeurIPS 2024 Improving Distinguishability of Class for Graph Neural Networks AAAI 2024 Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction AAAI 2024 Improving Gloss-free Sign Language Translation by Reducing Representation Density NeurIPS 2024 Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024 Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster Representation EMNLP 2024 Improving Hyperbolic Representations via Gromov-Wasserstein Regularization ECCV 2024 Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment NAACL 2024 Improving LLM Attributions with Randomized Path-Integration EMNLP 2024 Improving Multi-lingual Alignment Through Soft Contrastive Learning NAACL 2024 Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ACL 2024 Improving Neural Network Generalization on Data-Limited Regression with Doubly-Robust Boosting AAAI 2024 Improving Non-Transferable Representation Learning by Harnessing Content and Style ICLR 2024