Machine Learning

RALS: Resources and Baselines for Romanian Automatic Lexical Simplification EMNLP 2025 RAMEN: Real-time Asynchronous Multi-agent Neural Implicit Mapping RSS 2025 RAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition IJCAI 2025 RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering NAACL 2025 RandLoRA: Full rank parameter-efficient fine-tuning of large models ICLR 2025 Random at GenAI Detection Task 3: A Hybrid Approach to Cross-Domain Detection of Machine-Generated Text with Adversarial Attack Mitigation COLING 2025 Random Conditioning for Diffusion Model Compression with Distillation CVPR 2025 Random Feature Representation Boosting ICML 2025 Random Is All You Need: Random Noise Injection on Feature Statistics for Generalizable Deep Image Denoising ICLR 2025 Randomised Optimism via Competitive Co-Evolution for Matrix Games with Bandit Feedback IJCAI 2025 Randomization Can Reduce Both Bias and Variance: A Case Study in Random Forests JMLR 2025 Randomized Dimensionality Reduction for Euclidean Maximization and Diversity Measures ICML 2025 Randomized Smoothing Meets Vision-Language Models EMNLP 2025 Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees JMLR 2025 Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks EMNLP 2025 Random Pruning Over-parameterized Neural Networks Can Improve Generalization: A Training Dynamics Analysis JMLR 2025 Random Registers for Cross-Domain Few-Shot Learning ICML 2025 Random ReLU Neural Networks as Non-Gaussian Processes JMLR 2025 Random-Set Neural Networks ICLR 2025 Random Splitting Negatively Impacts NER Evaluation: Quantifying and Eliminating the Overestimation of NER Performance ACL 2025 Range, not Independence, Drives Modularity in Biologically Inspired Representations ICLR 2025 RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings CVPR 2025 RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model NAACL 2025 Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025 Rank, Chunk and Expand: Lineage-Oriented Reasoning for Taxonomy Expansion ACL 2025