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)

Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models ACL 2025 Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs EMNLP 2025 LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression ICLR 2025 LOCORE: Image Re-ranking with Long-Context Sequence Modeling CVPR 2025 LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions EMNLP 2025 LOD-GS: Achieving Levels of Detail using Scalable Gaussian Soup CVPR 2025 LoD: Loss-difference OOD Detection by Intentionally Label-Noisifying Unlabeled Wild Data IJCAI 2025 LoFTI: Localization and Factuality Transfer to Indian Locales ACL 2025 LOFT: Scalable and More Realistic Long-Context Evaluation NAACL 2025 LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models ICCV 2025 Logarithmic Approximations for Fair k-Set Selection IJCAI 2025 Logarithmic Neyman Regret for Adaptive Estimation of the Average Treatment Effect AISTATS 2025 Logarithmic Regret for Linear Markov Decision Processes with Adversarial Corruptions AAAI 2025 Logarithmic Regret for Nonlinear Control L4DC 2025 Logarithmic Regret for Online KL-Regularized Reinforcement Learning ICML 2025 Logarithmic Regret for Unconstrained Submodular Maximization Stochastic Bandit ALT 2025 Logarithmic Width Suffices for Robust Memorization COLT 2025 Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025 Logical Consistency of Large Language Models in Fact-Checking ICLR 2025 Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System ACL 2025 Logical forms complement probability in understanding language model (and human) performance ACL 2025 Logically Constrained Decoding EMNLP 2025 Logical Reasoning with Outcome Reward Models for Test-Time Scaling EMNLP 2025 Logical Table-to-Text Generation: Challenges, Methods, and Reasoning IJCNLP 2025 LogiCase: Effective Test Case Generation from Logical Description in Competitive Programming IJCAI 2025