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)

DS-LLM: Leveraging Dynamical Systems to Enhance Both Training and Inference of Large Language Models ICLR 2025 DSLNLP@NLU of Devanagari Script Languages 2025: Leveraging BERT-based Architectures for Language Identification, Hate Speech Detection and Target Classification COLING 2025 DS-MHP: Improving Chain-of-Thought through Dynamic Subgraph-Guided Multi-Hop Path EMNLP 2025 DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs EMNLP 2025 DSO: Aligning 3D Generators with Simulation Feedback for Physical Soundness ICCV 2025 DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers ICML 2025 DSPO: Direct Score Preference Optimization for Diffusion Model Alignment ICLR 2025 DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation NAACL 2025 DSRC: Learning Density-Insensitive and Semantic-Aware Collaborative Representation Against Corruptions AAAI 2025 DSTR: Dual Scenes Transformer for Cross-Modal Fusion in 3D Object Detection WACV 2025 DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation CVPR 2025 DTA: Dual Temporal-Channel-Wise Attention for Spiking Neural Networks WACV 2025 DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025 DTDES-KGE: Dual-Teacher Knowledge Distillation with Distinct Embedding Spaces for Knowledge Graph Embeddings EMNLP 2025 DTOS: Dynamic Time Object Sensing with Large Multimodal Model CVPR 2025 DTW-Align: Bridging the Modality Gap in End-to-End Speech Translation with Dynamic Time Warping Alignment EMNLP 2025 DTZO: Distributed Trilevel Zeroth Order Learning with Provable Non-Asymptotic Convergence ICML 2025 Dual-Agent Optimization framework for Cross-Domain Few-Shot Segmentation CVPR 2025 Dual-Agent Reinforcement Learning for Automated Feature Generation IJCAI 2025 Dual-Balancing for Physics-Informed Neural Networks IJCAI 2025 Dual-calibrated Co-training Framework for Personalized Federated Semi-Supervised Medical Image Segmentation AAAI 2025 DualCast: A Model to Disentangle Aperiodic Events from Traffic Series IJCAI 2025 Dual-Channel Interactive Graph Transformer for Traffic Classification with Message-Aware Flow Representation AAAI 2025 DualCIR: Enhancing Training-Free Composed Image Retrieval via Dual-Directional Descriptions WACV 2025 Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning CVPR 2025