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)

Discovering Symmetries of ODEs by Symbolic Regression AAAI 2025 Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA ICLR 2025 DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval CVPR 2025 DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check ACL 2025 Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension ICML 2025 Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering EMNLP 2025 Discrete Copula Diffusion ICLR 2025 Discrete Curvature Graph Information Bottleneck AAAI 2025 Discrete Distribution Networks ICLR 2025 Discrete Neural Algorithmic Reasoning ICML 2025 Discrete Prior-Based Temporal-Coherent Content Prediction for Blind Face Video Restoration AAAI 2025 Discretization-invariance? On the Discretization Mismatch Errors in Neural Operators ICLR 2025 Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks EMNLP 2025 Discriminating image representations with principal distortions ICLR 2025 Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data ICML 2025 Discriminative ordering through ensemble consensus UAI 2025 Discriminative Policy Optimization for Token-Level Reward Models ICML 2025 Discriminator-Guided Embodied Planning for LLM Agent ICLR 2025 Discursive Circuits: How Do Language Models Understand Discourse Relations? EMNLP 2025 DisCuT and DiscReT: MELODI at DISRPT 2025 Multilingual discourse segmentation, connective tagging and relation classification EMNLP 2025 DisenQ: Disentangling Q-Former for Activity-Biometrics ICCV 2025 Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation IJCAI 2025 Disentangled Contrastive Bundle Recommendation with Conditional Diffusion AAAI 2025 Disentangled Graph Spectral Domain Adaptation ICML 2025 Disentangled Information Bottleneck for Adversarial Text Defense EMNLP 2025