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)

Deeply Seeking Boundary for Lunar Regolith Segmentation AAAI 2026 Deep Model Reuse: Paving the Way for Efficient and Generalizable AI Systems AAAI 2026 Deep Nonparametric Conditional Independence Tests for Images JMLR 2026 Deep (Predictive) Discounted Counterfactual Regret Minimization AAAI 2026 DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs AAAI 2026 Deep Q-Learning on Hölder Spaces COLT 2026 DeepRAHT: Learning Predictive RAHT for Point Cloud Attribute Compression AAAI 2026 DeepRWCap: Neural-Guided Random-Walk Capacitance Solver for IC Design AAAI 2026 DeepSemantics at SemEval-2026 Task 9: Label-Wise Optimization with Adaptive Focal Loss for Polarization Manifestation Identification SemEval 2026 DeepSenseMoE: Harnessing Power of Time Series Foundation Models for Few-Shot Human Activity Recognition AAAI 2026 Deep Spectral Learning of Embedded Latent Transfer Operators for Stochastic Dynamical Systems UAI 2026 DeepTracer: Tracing Stolen Model via Deep Coupled Watermarks AAAI 2026 DeFB: Decomposed Feature Learning for Real-Time Multi-Person Eyeblink Detection in Untrimmed In-the-Wild Videos AAAI 2026 Defenses Against Prompt Attacks Learn Surface Heuristics ACL 2026 Defensive Generation COLT 2026 Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization AAAI 2026 DeFT-LoRA: Decoupled and Fused Tuning with LoRA Experts for Universal Cross-Domain Retrieval AAAI 2026 DeFuzzRAG: Handling Fuzzy Time Expressions for Temporal Robustness in Retrieval-Augmented Generation AAAI 2026 DEGRE: Dynamic Gating Ensembles for Trust-Aware Rejection in Medical Image Diagnostics AAAI 2026 DegVoC: Revisiting Neural Vocoder from a Degradation Perspective AAAI 2026 Delayed Feedback Modeling with Influence Functions AAAI 2026 DeLightMono: Enhancing Self-Supervised Monocular Depth Estimation in Endoscopy by Decoupling Uneven Illumination AAAI 2026 DeLo: Dual Decomposed Low-Rank Experts Collaboration for Continual Missing Modality Learning AAAI 2026 Delta-LLaVA: Base-then-Specialize Alignment for Token-Efficient Vision-Language Models WACV 2026 DementiaBank-Emotion: A Multi-Rater Emotion Annotation Corpus for Alzheimer’s Disease Speech (Version 1.0) EACL 2026