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)

TextShield-R1: Reinforced Reasoning for Tampered Text Detection AAAI 2026 Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters WACV 2026 Textual Self-Attention Network: Test-Time Preference Optimization Through Textual Gradient-Based Attention AAAI 2026 Textured Geometry Evaluation: Perceptual 3D Textured Shape Metric via 3D Latent-Geometry Network AAAI 2026 TFD-Net: Towards Intelligent Time-Frequency Mode Decomposition with Practical Applications AAAI 2026 TGCA-LLM: Time-Aware Graph-Text Contrastive Alignment for Enhancing LLMs in Temporal Knowledge Graph Completion AAAI 2026 TGCD: A Framework for Generalized Category Discovery in Time-Series Data AAAI 2026 TGDD: Trajectory Guided Dataset Distillation with Balanced Distribution AAAI 2026 The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP ACL 2026 The AI Committee: A Multi-Agent Framework for Automated Validation and Remediation of Web-Sourced Data EACL 2026 The Art of Calling the Winner by Asking Just Enough Questions UAI 2026 The Avengers: A Routing Recipe for Collective Intelligence in Language Models AAAI 2026 The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents ACL 2026 The Confidence Trap: Gender Bias and Predictive Certainty in LLMs AAAI 2026 The Convergence Behavior of Adam under Heavy-Tailed Noise UAI 2026 The Correspondence Between Bounded Graph Neural Networks and Fragments of First-Order Logic AAAI 2026 The Cost and Complexity of Minimizing Envy in House Allocations (Abstract Reprint) AAAI 2026 The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning EACL 2026 The Distribution of Ridgeless Least Squares Interpolators JMLR 2026 The Emotional Baby Is Truly Deadly: Does Your Multimodal Large Reasoning Model Have Emotional Flattery Towards Humans? AAAI 2026 The Finer the Better: Towards Granular-aware Open-set Domain Generalization AAAI 2026 The Fixed-Point of Distrust: A Formal Theory of Perceived Systemic Incompetence AAAI 2026 The Generalised Kernel Covariance Measure CLeaR 2026 The Geometry of Efficient Nonconvex Sampling COLT 2026 The GOODPUT System: A Machine Learning-Driven Optimization Framework for Dynamic Spectrum Control in Heterogeneous WLANs NSDI 2026