Representation Learning

RanDumb: Random Representations Outperform Online Continually Learned Representations NeurIPS 2024 Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies ACL 2024 Rates of convergence for density estimation with generative adversarial networks JMLR 2024 RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations ACL 2024 RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection Interspeech 2024 RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design ICLR 2024 ReactZyme: A Benchmark for Enzyme-Reaction Prediction NeurIPS 2024 ReadLet: A Dataset for Oral, Visual and Tactile Text Reading Data of Early and Mature Readers COLING 2024 realSEUDO for real-time calcium imaging analysis NeurIPS 2024 Real-time Acquisition and Reconstruction of Dynamic Volumes with Neural Structured Illumination CVPR 2024 Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving NeurIPS 2024 Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training NeurIPS 2024 REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning ICLR 2024 ReConPatch: Contrastive Patch Representation Learning for Industrial Anomaly Detection WACV 2024 Reconstruct and Match: Out-of-Distribution Robustness via Topological Homogeneity NeurIPS 2024 Reconstruction Weighting Principal Component Analysis with Fusion Contrastive Learning IJCAI 2024 ReCoRe: Regularized Contrastive Representation Learning of World Model CVPR 2024 Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery NeurIPS 2024 Recurrent Distance Filtering for Graph Representation Learning ICML 2024 Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations EMNLP 2024 Recursive Estimation of Conditional Kernel Mean Embeddings JMLR 2024 RedCore: Relative Advantage Aware Cross-Modal Representation Learning for Missing Modalities with Imbalanced Missing Rates AAAI 2024 Redefining the Laparoscopic Spatial Sense: AI-Based Intra- and Postoperative Measurement from Stereoimages AAAI 2024 RedEx: Beyond Fixed Representation Methods via Convex Optimization ALT 2024 Reduce Redundancy Then Rerank: Enhancing Code Summarization with a Novel Pipeline Framework COLING 2024