Representation Learning

Fine-Grained Distillation for Long Document Retrieval AAAI 2024 Fine Structure-Aware Sampling: A New Sampling Training Scheme for Pixel-Aligned Implicit Models in Single-View Human Reconstruction AAAI 2024 Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation ICML 2024 Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball CVPR 2024 Flexible Residual Binarization for Image Super-Resolution ICML 2024 FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning NeurIPS 2024 FlowIE: Efficient Image Enhancement via Rectified Flow CVPR 2024 Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception NeurIPS 2024 FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking CVPR 2024 Forecasting Bimanual Object Manipulation Sequences from Unimanual Observations AAAI 2024 Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge EMNLP 2024 FreeDrag: Feature Dragging for Reliable Point-based Image Editing CVPR 2024 Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning AAAI 2024 Frequency-aware Generative Models for Multivariate Time Series Imputation NeurIPS 2024 From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts EMNLP 2024 FroSSL: Frobenius Norm Minimization for Efficient Multiview Self-Supervised Learning ECCV 2024 FSC: Few-point Shape Completion CVPR 2024 Fully Exploiting Every Real Sample: SuperPixel Sample Gradient Model Stealing CVPR 2024 GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians CVPR 2024 Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images NeurIPS 2024 GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting NeurIPS 2024 GC-Bench: An Open and Unified Benchmark for Graph Condensation NeurIPS 2024 Generalizable Implicit Motion Modeling for Video Frame Interpolation NeurIPS 2024 Generalizable Person Re-identification via Balancing Alignment and Uniformity NeurIPS 2024 Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations AAAI 2024