Representation Learning

PNeRFLoc: Visual Localization with Point-Based Neural Radiance Fields AAAI 2024 PNeSM: Arbitrary 3D Scene Stylization via Prompt-Based Neural Style Mapping AAAI 2024 Point Cloud Part Editing: Segmentation, Generation, Assembly, and Selection AAAI 2024 Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis AAAI 2024 PointMamba: A Simple State Space Model for Point Cloud Analysis NeurIPS 2024 PointPatchMix: Point Cloud Mixing with Patch Scoring AAAI 2024 Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation CVPR 2024 PredToken: Predicting Unknown Tokens and Beyond with Coarse-to-Fine Iterative Decoding CVPR 2024 Preserving Fairness Generalization in Deepfake Detection CVPR 2024 Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality EMNLP 2024 Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts EMNLP 2024 Pre-trained Large Language Models Use Fourier Features to Compute Addition NeurIPS 2024 Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control NeurIPS 2024 Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization NeurIPS 2024 Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization NeurIPS 2024 Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption ICML 2024 Probabilistic Modeling for Sequences of Sets in Continuous-Time AISTATS 2024 Probing the 3D Awareness of Visual Foundation Models CVPR 2024 Probing the Emergence of Cross-lingual Alignment during LLM Training ACL 2024 Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI CVPR 2024 Prompt Expansion for Adaptive Text-to-Image Generation ACL 2024 Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NeurIPS 2024 Prototypical Reward Network for Data-Efficient RLHF ACL 2024 ProxEdit: Improving Tuning-Free Real Image Editing With Proximal Guidance WACV 2024 ProxyFusion: Face Feature Aggregation Through Sparse Experts NeurIPS 2024