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)

Generating Streamlining Constraints with Large Language Models (Abstract Reprint) AAAI 2026 Generative AI Against Poaching: Latent Composite Flow Matching for Poaching Prediction AAAI 2026 Generative AI-Driven Data Transformation for Enhanced Machine Learning Performance (Student Abstract) AAAI 2026 Generative Bayesian Inference with GANs JMLR 2026 Generative Branching for Mixed-Integer Linear Programming AAAI 2026 Generative Graphical Inverse Kinematics (Abstract Reprint) AAAI 2026 Generative Personality Simulation via Theory-Informed Structured Interview EACL 2026 GeneVA: A Dataset of Human Annotations for Generative Text to Video Artifacts WACV 2026 GenMatLab: A Generative Platform for Inverse Materials Design AAAI 2026 GenMatter: Perceiving Physical Objects with Generative Matter Models CVPR 2026 GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning AAAI 2026 GenPTW: Latent Image Watermarking for Provenance Tracing and Tamper Localization AAAI 2026 GenVidBench: A 6-Million Benchmark for AI-Generated Video Detection AAAI 2026 Geo2Vec: Shape- and Distance-Aware Neural Representation of Geospatial Entities AAAI 2026 GeoCoBox: Box-supervised 3D Tumor Segmentation via Geometric Co-embedding AAAI 2026 GeoHSAF: Geometric Hippocampus Shape Analysis Framework for Longitudinal Alzheimer's Disease Classification WACV 2026 Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent (Abstract Reprint) AAAI 2026 Geometric Correspondence Constrained Pseudo-Label Alignment for Source-Free Domain Adaptive Fundus Image Segmentation AAAI 2026 Geometry-Aware Noisy Correspondence Mitigation for Cross-Modal Text-Based Person Retrieval AAAI 2026 Geometry-Aware Variational Information Maximization for Deep Incomplete Multi-view Clustering AAAI 2026 GeoMoE: Divide-and-Conquer Motion Field Modeling with Mixture-of-Experts for Two-View Geometry AAAI 2026 GeoNum: Bridging Numerical Continuity and Language Semantics via Geometric Embedding AAAI 2026 GeoPTH: A Lightweight Approach to Category-Based Trajectory Retrieval via Geometric Prototype Trajectory Hashing AAAI 2026 GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations AAAI 2026 GeoSURGE: Geo-localization using Semantic Fusion with Hierarchy of Geographic Embeddings CVPR 2026