conftrace_

Machine Learning

132,800 papers (10 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (56,253) Core Methods (51,083) Optimization & Theory (43,292) Application Areas (34,437) Bayesian & Probabilistic (4,733) Learning Paradigms (2,205)

Papers per year

5

22

43

74

52

76

308

315

348

358

533

570

711

1,481

1,361

1,651

2,440

3,865

5,968

9,301

11,133

13,312

14,452

17,500

20,351

21,167

5,403

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

A Probabilistic Measure of Multi-Robot Connectivity and Ergodic Optimal Control RSS 2025 A Probabilistic Perspective on Unlearning and Alignment for Large Language Models ICLR 2025 A Probabilistic Toolkit for Multi-grained Word Segmentation in Chinese COLING 2025 A Proof of The Changepoint Detection Threshold Conjecture in Preferential Attachment Models COLT 2025 APR-RD: Complemental Two Steps for Self-Supervised Real Image Denoising AAAI 2025 APT: Adaptive Personalized Training for Diffusion Models with Limited Data CVPR 2025 APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training ACL 2025 AQUAFace: Age-Invariant Quality Adaptive Face Recognition for Unconstrained Selfie vs ID Verification AAAI 2025 A Quality-Guided Mixture of Score-Fusion Experts Framework for Human Recognition ICCV 2025 A Quantum Circuit-Based Compression Perspective for Parameter-Efficient Learning ICLR 2025 A Quantum Information Theoretic Approach to Tractable Probabilistic Models UAI 2025 AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs EMNLP 2025 ArabEmoNet: A Lightweight Hybrid 2D CNN-BiLSTM Model with Attention for Robust Arabic Speech Emotion Recognition EMNLP 2025 ArabicSense: A Benchmark for Evaluating Commonsense Reasoning in Arabic with Large Language Models COLING 2025 Arabic Topic Classification Corpus of the Nakba Short Stories COLING 2025 ArabicWeb-Edu: Educational Quality Data for Arabic LLM Training EMNLP 2025 ArabJobs: A Multinational Corpus of Arabic Job Ads EMNLP 2025 AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs COLING 2025 AraEval: An Arabic Multi-Task Evaluation Suite for Large Language Models EMNLP 2025 AraHealthQA 2025: The First Shared Task on Arabic Health Question Answering EMNLP 2025 A Random Matrix Theory Perspective on the Spectrum of Learned Features and Asymptotic Generalization Capabilities AISTATS 2025 A Rapid Test for Accuracy and Bias of Face Recognition Technology WACV 2025 AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP EMNLP 2025 AraSafe: Benchmarking Safety in Arabic LLMs EMNLP 2025 AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025