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)

Driving by the Rules: A Benchmark for Integrating Traffic Sign Regulations into Vectorized HD Map CVPR 2025 Driving Chinese Spelling Correction from a Fine-Grained Perspective COLING 2025 DrivingGPT: Unifying Driving World Modeling and Planning with Multi-modal Autoregressive Transformers ICCV 2025 DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains EMNLP 2025 DRL: Decomposed Representation Learning for Tabular Anomaly Detection ICLR 2025 DRM Revisited: A Complete Error Analysis JMLR 2025 Droid: A Resource Suite for AI-Generated Code Detection EMNLP 2025 DRoP: Distributionally Robust Data Pruning ICLR 2025 Drop Dropout on Single Epoch Language Model Pretraining ACL 2025 Dropout Connects Transformers and CNNs: Transfer General Knowledge for Knowledge Distillation WACV 2025 Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs EMNLP 2025 Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization ICLR 2025 DroughtSet: Understanding Drought Through Spatial-Temporal Learning AAAI 2025 DROWN: Towards Tighter LiRPA-based Robustness Certification COLING 2025 DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization ACL 2025 DRS: Deep Question Reformulation With Structured Output ACL 2025 Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis AAAI 2025 DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025 Drug-TTA: Test-Time Adaptation for Drug Virtual Screening via Multi-task Meta-Auxiliary Learning ICML 2025 DRUM: Learning Demonstration Retriever for Large MUlti-modal Models ACL 2025 DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation AAAI 2025 DS2-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis ACL 2025 DSBRouter: End-to-end Global Routing via Diffusion Schrödinger Bridge ICML 2025 DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models EMNLP 2025 DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models AAAI 2025