Representation Learning

Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks ICML 2024 Compositional Generalization Across Distributional Shifts with Sparse Tree Operations NeurIPS 2024 Compositional Text-to-Image Generation with Dense Blob Representations ICML 2024 Comprehensive Attribution: Inherently Explainable Vision Model with Feature Detector ECCV 2024 Comprehensive View Embedding Learning for Single-Cell Multimodal Integration AAAI 2024 Compressing Latent Space via Least Volume ICLR 2024 Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth ICML 2024 Computation with Sequences of Assemblies in a Model of the Brain ALT 2024 Concept Bottleneck Generative Models ICLR 2024 ConceptFactory: Facilitate 3D Object Knowledge Annotation with Object Conceptualization NeurIPS 2024 Concept Space Alignment in Multilingual LLMs EMNLP 2024 Conditional Information Bottleneck Approach for Time Series Imputation ICLR 2024 Conditional Instrumental Variable Regression with Representation Learning for Causal Inference ICLR 2024 Conditionally-Conjugate Gaussian Process Factor Analysis for Spike Count Data via Data Augmentation ICML 2024 Conditional Synthesis of 3D Molecules with Time Correction Sampler NeurIPS 2024 Conditioning non-linear and infinite-dimensional diffusion processes NeurIPS 2024 Conditions on Preference Relations that Guarantee the Existence of Optimal Policies AISTATS 2024 Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024 Configuration Space Distance Fields for Manipulation Planning RSS 2024 Conformal Prediction with Learned Features ICML 2024 ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings ACL 2024 ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection ICLR 2024 Conjoin after Decompose: Improving Few-Shot Performance of Named Entity Recognition COLING 2024 Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data ICLR 2024 Connecting the Dots in News Analysis: Bridging the Cross-Disciplinary Disparities in Media Bias and Framing NAACL 2024