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)

DANS-KGC: Diffusion Based Adaptive Negative Sampling for Knowledge Graph Completion AAAI 2026 DAPointMamba: Domain Adaptive Point Mamba for Point Cloud Completion AAAI 2026 DAPrompt: Dual Alignment Prompt of Structure and Semantics for Few-shot Graph Learning AAAI 2026 DarkBench+: An Extended Benchmark for Evaluating Dark Patterns in Large Language Models AAAI 2026 DarkFarseer: Robust Spatio-Temporal Kriging Under Graph Sparsity and Noise AAAI 2026 DARLING: Dual Hypergraph-Enhanced Curriculum-Guided Graph Structure Learning for Node Classification AAAI 2026 DASH: A Meta-Attack Framework for Synthesizing Effective and Stealthy Adversarial Examples CVPR 2026 Data Augmentation: A Fourier Analysis Perspective COLT 2026 Data Augmentation Based on Selective Masking of Language Models for One Health Context EACL 2026 Data-Centric Approach at the LoResMT 2026 Turkic Translation Challenge: Russian-Kyrgyz EACL 2026 Data-Centric Sequential Recommendation with Relation-Augmented Generation AAAI 2026 Data-driven Acceleration of MPC with Guarantees L4DC 2026 Data-Driven Lipschitz Continuity: A Cost-Effective Approach to Improve Adversarial Robustness WACV 2026 Data-Driven Loss Functions for Inference-Time Optimization in Text-to-Image WACV 2026 Data-Efficient and Contact-Rich Manipulation Through Diffusion Augmentation and Vision-Language Models AAAI 2026 Data Efficient RLVR via Off-Policy Influence Guidance ACL 2026 Data Heterogeneity and Forgotten Labels in Split Federated Learning AAAI 2026 Dataset Distillation by Influence Matching CVPR 2026 DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition WACV 2026 DAVID: Dual-stage Adaptive Vision-text Integrated Decoupling for Multimodal KV Cache Eviction AAAI 2026 DBGroup: Dual-Branch Point Grouping for Weakly Supervised 3D Semantic Instance Segmentation AAAI 2026 DCAC: Dynamic Class-Aware Cache Creates Stronger Out-of-Distribution Detectors AAAI 2026 DCatalyst: A Unified Accelerated Framework for Decentralized Optimization JMLR 2026 DCHO: A Decomposition–Composition Framework for Predicting Higher-Order Brain Connectivity to Enhance Diverse Downstream Applications AAAI 2026 DcMatch: Unsupervised Multi-Shape Matching with Dual-Level Consistency AAAI 2026