Representation Learning

Identifiable Feature Learning for Spatial Data with Nonlinear ICA AISTATS 2024 Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention NeurIPS 2024 Identifiable Shared Component Analysis of Unpaired Multimodal Mixtures NeurIPS 2024 Identifying General Mechanism Shifts in Linear Causal Representations NeurIPS 2024 Identifying Guarantors of War Veterans Using Robust-SEAL: A Case of the Korean War AAAI 2024 Identifying Linearly-Mixed Causal Representations from Multi-Node Interventions CLeaR 2024 Identifying Linear Relational Concepts in Large Language Models NAACL 2024 Identifying Representations for Intervention Extrapolation ICLR 2024 Identifying Selections for Unsupervised Subtask Discovery NeurIPS 2024 Identifying while Learning for Document Event Causality Identification ACL 2024 Idiom Complexity in Apple-Pie Order: The Disentanglement of Decomposability and Transparency COLING 2024 If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions EMNLP 2024 IF-Font: Ideographic Description Sequence-Following Font Generation NeurIPS 2024 I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses EMNLP 2024 Image as a Language: Revisiting Scene Text Recognition via Balanced, Unified and Synchronized Vision-Language Reasoning Network AAAI 2024 Image Clustering Conditioned on Text Criteria ICLR 2024 Image Manipulation Detection With Implicit Neural Representation and Limited Supervision ECCV 2024 Image Retrieval with Self-Supervised Divergence Minimization and Cross-Attention Classification IJCAI 2024 IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models ACL 2024 Implicit Grasp Diffusion: Bridging the Gap between Dense Prediction and Sampling-based Grasping CoRL 2024 Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient NeurIPS 2024 Implicit Motion Function CVPR 2024 Implicit Neural Representations and the Algebra of Complex Wavelets ICLR 2024 Implicit Regularization in Deep Tucker Factorization: Low-Rankness via Structured Sparsity AISTATS 2024 Implicit Representations for Constrained Image Segmentation ICML 2024