Representation Learning

Multivariate Probabilistic Time Series Forecasting with Correlated Errors NeurIPS 2024 NeBLa: Neural Beer-Lambert for 3D Reconstruction of Oral Structures from Panoramic Radiographs AAAI 2024 NeRF Analogies: Example-Based Visual Attribute Transfer for NeRFs CVPR 2024 NeRF Director: Revisiting View Selection in Neural Volume Rendering CVPR 2024 Neural Causal Abstractions AAAI 2024 Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization NeurIPS 2024 Neural Feature Learning in Function Space JMLR 2024 Neural Gaussian Similarity Modeling for Differential Graph Structure Learning AAAI 2024 Neural Image Compression Using Masked Sparse Visual Representation WACV 2024 Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations NeurIPS 2024 Neural Persistence Dynamics NeurIPS 2024 Neural Refinement for Absolute Pose Regression with Feature Synthesis CVPR 2024 NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks NeurIPS 2024 NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation NeurIPS 2024 Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional Training ACL 2024 Noise-Free Optimization in Early Training Steps for Image Super-resolution AAAI 2024 Non-convolutional graph neural networks. NeurIPS 2024 Object Recognition as Next Token Prediction CVPR 2024 OmniSDF: Scene Reconstruction using Omnidirectional Signed Distance Functions and Adaptive Binoctrees CVPR 2024 On Feature Learning in Structured State Space Models NeurIPS 2024 On Learning Discriminative Features from Synthesized Data for Self-Supervised Fine-Grained Visual Recognition ECCV 2024 On the Concept Trustworthiness in Concept Bottleneck Models AAAI 2024 On the connection between Noise-Contrastive Estimation and Contrastive Divergence AISTATS 2024 On the Inductive Bias of Stacking Towards Improving Reasoning NeurIPS 2024 On the Proper Treatment of Tokenization in Psycholinguistics EMNLP 2024