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)

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models EMNLP 2025 Factual Dialogue Summarization via Learning from Large Language Models COLING 2025 Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts EMNLP 2025 Factual Knowledge Assessment of Language Models Using Distractors COLING 2025 Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025 FADA: Fast Diffusion Avatar Synthesis with Mixed-Supervised Multi-CFG Distillation CVPR 2025 FADE: Towards Fairness-aware Data Generation for Domain Generalization via Classifier-Guided Score-based Diffusion Models IJCAI 2025 FADE: Why Bad Descriptions Happen to Good Features ACL 2025 FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression EMNLP 2025 FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection ICCV 2025 Fail2Progress: Learning from Real-World Robot Failures with Stein Variational Inference CoRL 2025 Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ACL 2025 Failure Cases Are Better Learned But Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training ICCV 2025 Failures to Find Transferable Image Jailbreaks Between Vision-Language Models ICLR 2025 Fair and Efficient Completion of Indivisible Goods AAAI 2025 Fair Clustering: A Causal Perspective CLeaR 2025 Fair Clustering in the Sliding Window Model ICLR 2025 Fair Clustering via Alignment ICML 2025 FairCognizer: A Model for Accurate Predictions with Inherent Fairness Evaluation (Extended Abstract) IJCAI 2025 FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models EMNLP 2025 FairDen: Fair Density-Based Clustering ICLR 2025 Fair Division via the Cake-Cutting Share AAAI 2025 Fair Division with Social Impact AAAI 2025 Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains WACV 2025 Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification WACV 2025