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)

LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement ICLR 2025 LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning ICLR 2025 LaMP-QA: A Benchmark for Personalized Long-form Question Answering EMNLP 2025 LaMP-Val: Large Language Models Empower Personalized Valuation in Auction EMNLP 2025 LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant CVPR 2025 LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback ACL 2025 LancBiO: Dynamic Lanczos-aided Bilevel Optimization via Krylov Subspace ICLR 2025 LangCompress: Language-Aware Compression of Large Language Models IJCNLP 2025 LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation ICML 2025 Langevin Monte Carlo Beyond Lipschitz Gradient Continuity AAAI 2025 Langevin Multiplicative Weights Update with Applications in Polynomial Portfolio Management AAAI 2025 Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning ICLR 2025 LangEye: Toward ‘Anytime’ Learner-Driven Vocabulary Learning From Real-World Objects ACL 2025 LangMark: A Multilingual Dataset for Automatic Post-Editing ACL 2025 LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization ICML 2025 Language Adaptation of Large Language Models: An Empirical Study on LLaMA2 COLING 2025 Language-Agnostic Speech Tokenizer for Spoken Term Detection with Efficient Retrieval Interspeech 2025 Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation IJCNLP 2025 Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning CVPR 2025 Language-Assisted Feature Transformation for Anomaly Detection ICLR 2025 Language-Based Bayesian Optimization Research Assistant (BORA) IJCAI 2025 Language Constrained Multimodal Hyper Adapter For Many-to-Many Multimodal Summarization ACL 2025 Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025 Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025 Language-Guided Audio-Visual Learning for Long-Term Sports Assessment CVPR 2025