Representation Learning

HUGS: Holistic Urban 3D Scene Understanding via Gaussian Splatting CVPR 2024 Hypercorrelation Evolution for Video Class-Incremental Learning AAAI 2024 HyperSpaceX: Radial and Angular Exploration of HyperSpherical Dimensions ECCV 2024 Hyperspherical Classification with Dynamic Label-to-Prototype Assignment CVPR 2024 HYPO: Hyperspherical Out-Of-Distribution Generalization ICLR 2024 ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation EMNLP 2024 Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention NeurIPS 2024 Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model NeurIPS 2024 Image Processing GNN: Breaking Rigidity in Super-Resolution CVPR 2024 Image Understanding Makes for A Good Tokenizer for Image Generation NeurIPS 2024 IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models ACL 2024 Implicit Neural Models to Extract Heart Rate from Video ECCV 2024 Implicit Regularization in Deep Tucker Factorization: Low-Rankness via Structured Sparsity AISTATS 2024 Implicit Regularization Paths of Weighted Neural Representations NeurIPS 2024 IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation CVPR 2024 Improved MLP Point Cloud Processing with High-Dimensional Positional Encoding AAAI 2024 Improving Adaptivity via Over-Parameterization in Sequence Models NeurIPS 2024 Improving Factual Consistency of News Summarization by Contrastive Preference Optimization EMNLP 2024 Improving Neural ODE Training with Temporal Adaptive Batch Normalization NeurIPS 2024 Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples ACL 2024 Improving Subgroup Robustness via Data Selection NeurIPS 2024 In-Context Former: Lightning-fast Compressing Context for Large Language Model EMNLP 2024 In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness NeurIPS 2024 Incremental Residual Concept Bottleneck Models CVPR 2024 Individuation in Neural Models with and without Visual Grounding EMNLP 2024