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 Survey on Foundation Language Models for Single-cell Biology ACL 2025 A Survey on LLM-powered Agents for Recommender Systems EMNLP 2025 A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers EMNLP 2025 A Survey on Multi-View Knowledge Graph: Generation, Fusion, Applications and Future Directions IJCAI 2025 A Survey on Patent Analysis: From NLP to Multimodal AI ACL 2025 A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities IJCAI 2025 A Survey on the Feedback Mechanism of LLM-based AI Agents IJCAI 2025 A Survey to Recent Progress Towards Understanding In-Context Learning NAACL 2025 A Symbolic Adversarial Learning Framework for Evolving Fake News Generation and Detection EMNLP 2025 AsymKV: Enabling 1-Bit Quantization of KV Cache with Layer-Wise Asymmetric Quantization Configurations COLING 2025 Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation ACL 2025 Asymmetric Cross-Modal Hashing Based on Formal Concept Analysis AAAI 2025 Asymmetric Decision-Making in Online Knowledge Distillation: Unifying Consensus and Divergence ICML 2025 Asymmetric Learning for Spectral Graph Neural Networks AAAI 2025 Asymmetric Reinforcing Against Multi-Modal Representation Bias AAAI 2025 A Symmetric Relative-Error Loss Function for Intermittent Multiscale Signal Modelling IJCAI 2025 Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment AAAI 2025 Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget UAI 2025 Asymptotically Optimal Problem-Dependent Bandit Policies for Transfer Learning ACML 2025 Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure ICLR 2025 Asymptotic Extinction in Large Coordination Games AAAI 2025 Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection JMLR 2025 Asymptotics of Linear Regression with Linearly Dependent Data L4DC 2025 Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization AAAI 2025 Asynchronous Collaborative Graph Representation for Frames and Events CVPR 2025