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)

LexTempus: Enhancing Temporal Generalizability of Legal Language Models Through Dynamic Mixture of Experts ACL 2025 LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025 LGA-Net: Learning Local and Global Affinities for Sparse Scribble based Image Colorization ICCV 2025 LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025 LGDM: Latent Guidance in Diffusion Models for Perceptual Evaluations ICML 2025 LIA and ELYADATA systems for the IWSLT 2025 low-resource speech translation shared task ACL 2025 LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation NAACL 2025 LiBOG: Lifelong Learning for Black-Box Optimizer Generation IJCAI 2025 LibraGrad: Balancing Gradient Flow for Universally Better Vision Transformer Attributions CVPR 2025 Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability NAACL 2025 Libra-Merging: Importance-redundancy and Pruning-merging Trade-off for Acceleration Plug-in in Large Vision-Language Model CVPR 2025 Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles ACL 2025 LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-Timestamp 3D Human Pose Estimation WACV 2025 LICO: Large Language Models for In-Context Molecular Optimization ICLR 2025 LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning ICLR 2025 LiDAR Registration with Visual Foundation Models RSS 2025 LiD-FL: Towards List-Decodable Federated Learning AAAI 2025 LieRE: Lie Rotational Positional Encodings ICML 2025 LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios ACL 2025 Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts CVPR 2025 Lifelong Knowledge Editing requires Better Regularization EMNLP 2025 Lifelong Model Editing with Graph-Based External Memory ACL 2025 Lifelong Scalable Generative System via Online Maximum Mean Discrepancy AAAI 2025 LIFTED: Multimodal Clinical Trial Outcome Prediction via Large Language Models and Mixture-of-Experts EMNLP 2025 Lifting by Gaussians: A Simple Fast and Flexible Method for 3D Instance Segmentation WACV 2025