Representation Learning

Efficient Learning of Event-based Dense Representation using Hierarchical Memories with Adaptive Update ECCV 2024 Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning AAAI 2024 Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection EMNLP 2024 Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space NeurIPS 2024 EMIE-MAP: Large-Scale Road Surface Reconstruction Based on Explicit Mesh and Implicit Encoding ECCV 2024 Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective EMNLP 2024 End-to-End RGB-D Image Compression via Exploiting Channel-Modality Redundancy AAAI 2024 Enhance Sketch Recognition’s Explainability via Semantic Component-Level Parsing AAAI 2024 Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations ACL 2024 Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective NeurIPS 2024 Enhancing Language Model Alignment: A Confidence-Based Approach to Label Smoothing EMNLP 2024 Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024 Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024 Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework NeurIPS 2024 Enhancing Trajectory Prediction through Self-Supervised Waypoint Distortion Prediction ICML 2024 Enriching Disentanglement: From Logical Definitions to Quantitative Metrics NeurIPS 2024 Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields CVPR 2024 EPIC: Graph Augmentation with Edit Path Interpolation via Learnable Cost IJCAI 2024 Evaluate Geometry of Radiance Fields with Low-Frequency Color Prior AAAI 2024 Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models EMNLP 2024 EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens ICML 2024 Evidence of Learned Look-Ahead in a Chess-Playing Neural Network NeurIPS 2024 Evolution-Inspired Loss Functions for Protein Representation Learning ICML 2024 EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling CVPR 2024 EvTexture: Event-driven Texture Enhancement for Video Super-Resolution ICML 2024