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)

DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data AAAI 2025 D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement ICLR 2025 dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis CVPR 2025 DFLOW: Diverse Dialogue Flow Simulation with Large Language Models ACL 2025 DFM: Differentiable Feature Matching for Anomaly Detection CVPR 2025 DF-MIA: A Distribution-Free Membership Inference Attack on Fine-Tuned Large Language Models AAAI 2025 DFMU: Distribution-based Framework for Modeling Aleatoric Uncertainty in Multimodal Sentiment Analysis IJCAI 2025 DGCPL: Dual Graph Distillation for Concept Prerequisite Relation Learning IJCAI 2025 D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models ACL 2025 DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization AAAI 2025 DGL: Dynamic Global-Local Information Aggregation for Scalable VRP Generalization with Self-Improvement Learning IJCAI 2025 DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models AAAI 2025 DGQ: Distribution-Aware Group Quantization for Text-to-Image Diffusion Models ICLR 2025 DGraFormer: Dynamic Graph Learning Guided Multi-Scale Transformer for Multivariate Time Series Forecasting IJCAI 2025 DHAKR: Learning Deep Hierarchical Attention-Based Kernelized Representations for Graph Classification AAAI 2025 DharmaBench: Evaluating Language Models on Buddhist Texts in Sanskrit and Tibetan IJCNLP 2025 DHMoE: Diffusion Generated Hierarchical Multi-Granular Expertise for Stock Prediction AAAI 2025 DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning CVPR 2025 DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification IJCAI 2025 DIACU: A dataset for the DIAchronic analysis of Church Slavonic ACL 2025 Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time EMNLP 2025 Diagnosing Pretrained Models for Out-of-distribution Detection ICCV 2025 Diagram-Driven Course Questions Generation EMNLP 2025 Dial2MSA-Verified: A Multi-Dialect Arabic Social Media Dataset for Neural Machine Translation to Modern Standard Arabic COLING 2025 Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija COLING 2025