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)

Multi-Task Test-time Adaptation via Gradient Consensus and Plasticity Constraint AAAI 2026 Multi-Token Completion for Text Anonymization EACL 2026 Multi-Value Alignment for LLMs via Value Decorrelation and Extrapolation AAAI 2026 Multivariate Functional Linear Discriminant Analysis for Partially-Observed Time Series (Abstract Reprint) AAAI 2026 Multivariate Gaussian Representation Learning for Medical Action Evaluation AAAI 2026 Multi-View Clustering with Granularity-Aware Pseudo Supervision AAAI 2026 Multi-View Differential Mixing and Graph-Guided Structural Region Selection for Cross-Modal Alignment AAAI 2026 Multi-view Learning via Trusted Pairwise Entity Energy AAAI 2026 Multiwinner Voting with Interval Preferences under Incomplete Information UAI 2026 MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training WACV 2026 MuSASplat: Efficient Sparse-View 3D Gaussian Splats via Lightweight Multi-Scale Adaptation AAAI 2026 MUSE: Model-based Uncertainty-aware Similarity Estimation for zero-shot 2D Object Detection and Segmentation WACV 2026 MUSE: Multimodal Uncertainty-Based Self-Driven Evolution for Robust Physiological-Signal–Based Driver Fatigue Detection AAAI 2026 MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification AAAI 2026 MusicRec: Multi-modal Semantic-Enhanced Identifier with Collaborative Signals for Generative Recommendation AAAI 2026 MUSS: Multilevel Subset Selection for Relevance and Diversity UAI 2026 MUST: Modality-Specific Representation-Aware Transformer for Diffusion-Enhanced Survival Prediction with Missing Modality CVPR 2026 MVAT: Multi-View Aware Teacher for Weakly Supervised 3D Object Detection WACV 2026 MV-LLMRec: Multi-View Representation Learning with Large Language Models for Recommendation (Student Abstract) AAAI 2026 MWE-2026 Shared Task: AdMIRe 2 Advancing Multimodal Idiomaticity Representation EACL 2026 MyGram: Modality-aware Graph Transformer with Global Distribution for Multi-modal Entity Alignment AAAI 2026 NADIR: Differential Attention Flow for Non-Autoregressive Transliteration in Indic Languages AAAI 2026 Nanoporous Materials Discovery via Search Bias-Guided Surrogate Modeling AAAI 2026 NanoSD: Edge Efficient Foundation Model for Real Time Image Restoration CVPR 2026 Nature-Inspired Population-Based Evolution of Large Language Models ACL 2026