Representation Learning

On Train-Test Class Overlap and Detection for Image Retrieval CVPR 2024 Order-Independence Without Fine Tuning NeurIPS 2024 Orthogonal Dictionary Guided Shape Completion Network for Point Cloud AAAI 2024 Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning AAAI 2024 Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression EMNLP 2024 Overparametrized Multi-layer Neural Networks: Uniform Concentration of Neural Tangent Kernel and Convergence of Stochastic Gradient Descent JMLR 2024 PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization NeurIPS 2024 Panoptic Scene Graph Generation with Semantics-Prototype Learning AAAI 2024 Parallel Backpropagation for Shared-Feature Visualization NeurIPS 2024 Parallel Structures in Pre-training Data Yield In-Context Learning ACL 2024 Parameter-Efficient Fine-Tuning with Discrete Fourier Transform ICML 2024 ParamISP: Learned Forward and Inverse ISPs using Camera Parameters CVPR 2024 PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus AAAI 2024 patchDPCC: A Patchwise Deep Compression Framework for Dynamic Point Clouds AAAI 2024 Patched Line Segment Learning for Vector Road Mapping AAAI 2024 PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming ICML 2024 Personalized Federated Learning via Feature Distribution Adaptation NeurIPS 2024 Personas as a Way to Model Truthfulness in Language Models EMNLP 2024 Physically Embodied Gaussian Splatting: A Visually Learnt and Physically Grounded 3D Representation for Robotics CoRL 2024 Physics-Aware Hand-Object Interaction Denoising CVPR 2024 Physics-Informed Representation and Learning: Control and Risk Quantification AAAI 2024 Piecewise Linear Transformation – Propagating Aleatoric Uncertainty in Neural Networks AAAI 2024 Pixel-level Semantic Correspondence through Layout-aware Representation Learning and Multi-scale Matching Integration CVPR 2024 Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024 Plug and Play: A Representation Enhanced Domain Adapter for Collaborative Perception ECCV 2024