Skip to content
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
76
533
1,651
11,133
21,167
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Graph Neural ODEs with Stability and Conservation Guarantees for Tumor Microenvironment Dynamics (Student Abstract) AAAI 2026 GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs AAAI 2026 Graph Out-of-Distribution Detection via Test-Time Calibration with Dual Dynamic Dictionaries AAAI 2026 GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval EACL 2026 GraphSynth: Resolving the Diversity-Reliability Trade-off with Probabilistic Factor Graphs ACL 2026 GraphTextack: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs AAAI 2026 Graph-Theoretic Consistency for Robust and Topology-Aware Semi-Supervised Histopathology Segmentation (Student Abstract) AAAI 2026 Gravitation-Driven Semantic Alignment for Text Video Retrieval CVPR 2026 GrayKD: Distilling Better Knowledge from Black-box LLM via Multi-rationale Injection AAAI 2026 GREAT: Generalizable Representation Enhancement via Auxiliary Transformations for Zero-Shot Environmental Prediction AAAI 2026 Greedily Maximizing Ex-Ante Fairness AAAI 2026 GR-Gauge: Cost-efficient Training Configuration By Gauging the Gradient Redundancy CVPR 2026 Griffin: Aerial-Ground Cooperative Detection and Tracking Dataset and Benchmark AAAI 2026 GRIM: Task-Oriented Grasping with Conditioning on Generative Examples AAAI 2026 GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval EACL 2026 GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models ACL 2026 Grounding Degradations in Natural Language for All-In-One Video Restoration WACV 2026 Grounding Descriptions in Images informs Zero-Shot Visual Recognition WACV 2026 Ground Reaction Inertial Poser: Physics-based Human Motion Capture from Sparse IMUs and Insole Pressure Sensors CVPR 2026 Ground What You See: Hallucination-Resistant MLLMs via Caption Feedback, Diversity-Aware Sampling, and Conflict Regularization AAAI 2026 Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment Analysis AAAI 2026 Group Causal Policy Optimization for Post-Training Large Language Models AAAI 2026 Group Fair Matchings Using Convex Cost Functions AAAI 2026 Group Orthogonal Low-Rank Adaptation for RGB-T Tracking AAAI 2026 Group-realizable multi-group learning by minimizing empirical risk ALT 2026