Representation Learning

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024 Interactive Continual Learning: Fast and Slow Thinking CVPR 2024 InterLUDE: Interactions between Labeled and Unlabeled Data to Enhance Semi-Supervised Learning ICML 2024 InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation ICLR 2024 Interpretability Illusions in the Generalization of Simplified Models ICML 2024 Interpretability of Language Models via Task Spaces ACL 2024 Interpretable Deep Clustering for Tabular Data ICML 2024 Interpretable Diffusion via Information Decomposition ICLR 2024 Interpretable Image Classification with Adaptive Prototype-based Vision Transformers NeurIPS 2024 Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding CVPR 2024 Interpretable Mesomorphic Networks for Tabular Data NeurIPS 2024 Interpretable Object Recognition by Semantic Prototype Analysis WACV 2024 Interpretable Sparse System Identification: Beyond Recent Deep Learning Techniques on Time-Series Prediction ICLR 2024 InterpreTabNet: Distilling Predictive Signals from Tabular Data by Salient Feature Interpretation ICML 2024 InterpretARA: Enhancing Hybrid Automatic Readability Assessment with Linguistic Feature Interpreter and Contrastive Learning AAAI 2024 Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis EMNLP 2024 Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) NeurIPS 2024 Interpreting Equivariant Representations ICML 2024 Interpreting the Weight Space of Customized Diffusion Models NeurIPS 2024 Inter-X: Towards Versatile Human-Human Interaction Analysis CVPR 2024 Intrinsic Gaussian Vector Fields on Manifolds AISTATS 2024 Intrinsic Self-Supervision for Data Quality Audits NeurIPS 2024 Intrinsic Subgraph Generation for Interpretable Graph Based Visual Question Answering COLING 2024 Invariance-based Learning of Latent Dynamics ICLR 2024 Invariant and Equivariant Reynolds Networks JMLR 2024