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)

A Unified Latent Schrodinger Bridge Diffusion Model for Unsupervised Anomaly Detection and Localization CVPR 2025 A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image Segmentation AAAI 2025 A Unified Model for Compressed Sensing MRI Across Undersampling Patterns CVPR 2025 A Unified Model of Direct and Indirect Reciprocity in Multichannel Games AAAI 2025 A Unified, Resilient, and Explainable Adversarial Patch Detector CVPR 2025 A Unified Supervised and Unsupervised Dialogue Topic Segmentation Framework Based on Utterance Pair Modeling NAACL 2025 A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion ACL 2025 A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO ICML 2025 A Unified Theory of Quantum Neural Network Loss Landscapes ICLR 2025 A Unified Theory of Supervised Online Learnability ALT 2025 A Unified View on Learning Unnormalized Distributions via Noise-Contrastive Estimation ICML 2025 A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025 A Unifying Perspective on Model Reuse: From Small to Large Pre-Trained Models IJCAI 2025 A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts CVPR 2025 AuPair: Golden Example Pairs for Code Repair ICML 2025 AURA-QG: Automated Unsupervised Replicable Assessment for Question Generation IJCNLP 2025 Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code COLING 2025 AUTALIC: A Dataset for Anti-AUTistic Ableist Language In Context ACL 2025 AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models AAAI 2025 AutoAdvExBench: Benchmarking Autonomous Exploitation of Adversarial Example Defenses ICML 2025 AutoAL: Automated Active Learning with Differentiable Query Strategy Search ICML 2025 AutoArabic: A Three-Stage Framework for Localizing Video-Text Retrieval Benchmarks EMNLP 2025 AutoBencher: Towards Declarative Benchmark Construction ICLR 2025 AutoCATE: End-to-End, Automated Treatment Effect Estimation ICML 2025 AutoCCL: Automated Collective Communication Tuning for Accelerating Distributed and Parallel DNN Training NSDI 2025