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)

JHU IWSLT 2025 Low-resource System Description ACL 2025 JHU’s Submission to the AmericasNLP 2025 Shared Task on the Creation of Educational Materials for Indigenous Languages NAACL 2025 JHU WMT 2025 CreoleMT System Description: Data for Belizean Kriol and French Guianese Creole MT EMNLP 2025 JI2S: Joint Influence‐Aware Instruction Data Selection for Efficient Fine‐Tuning EMNLP 2025 Jigsaw++: Imagining Complete Shape Priors for Object Reassembly ICCV 2025 Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble SemEval 2025 jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval EMNLP 2025 Jinan Smart Education at BEA 2025 Shared Task: Dual Encoder Architecture for Tutor Identification via Semantic Understanding of Pedagogical Conversations ACL 2025 J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume WACV 2025 JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models COLING 2025 JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models SemEval 2025 Job Unfair: An Investigation of Gender and Occupational Bias in Free-Form Text Completions by LLMs EMNLP 2025 Joint Asymmetric Loss for Learning with Noisy Labels ICCV 2025 Joint Class-level and Instance-level Relationship Modeling for Novel Class Discovery AAAI 2025 Joint Diffusion Models in Continual Learning ICCV 2025 Joint Enhancement of Relational Reasoning for Long-Context LLMs EMNLP 2025 Joint Gradient Balancing for Data Ordering in Finite-Sum Multi-Objective Optimization ICLR 2025 Joint Graph Rewiring and Feature Denoising via Spectral Resonance ICLR 2025 Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025 Joint Learning Event-Specific Probe and Argument Library with Differential Optimization for Document-Level Multi-Event Extraction NAACL 2025 Joint Learning of Energy-based Models and their Partition Function ICML 2025 Joint Metric Space Embedding by Unbalanced Optimal Transport with Gromov–Wasserstein Marginal Penalization ICML 2025 Joint MoE Scaling Laws: Mixture of Experts Can Be Memory Efficient ICML 2025 Joint Out-of-Distribution Filtering and Data Discovery Active Learning CVPR 2025 Joint-Perturbation Simultaneous Pseudo-Gradient IJCAI 2025