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)

Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning ICML 2025 FinLLM-B: When Large Language Models Meet Financial Breakout Trading NAACL 2025 FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation ACL 2025 FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging ICCV 2025 FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025 FinMTEB: Finance Massive Text Embedding Benchmark EMNLP 2025 FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025 FinNLP-FNP-LLMFinLegal-2025 Shared Task: Financial Misinformation Detection Challenge Task COLING 2025 FinNLP-FNP-LLMFinLegal @ COLING 2025 Shared Task: Agent-Based Single Cryptocurrency Trading Challenge COLING 2025 Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding CVPR 2025 FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain EMNLP 2025 FiRC-NLP at SemEval-2025 Task 11: To Prompt or to Fine-Tune? Approaches for Multilingual Emotion Classification SemEval 2025 Fired_from_NLP@DravidianLangTech 2025: A Multimodal Approach for Detecting Misogynistic Content in Tamil and Malayalam Memes NAACL 2025 FIRE: Fact-checking with Iterative Retrieval and Verification NAACL 2025 FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems CVPR 2025 FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining EMNLP 2025 FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error CVPR 2025 Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs EMNLP 2025 FIRING-Net: A filtered feature recycling network for speech enhancement ICLR 2025 FIRM: Flexible Interactive Reflection ReMoval AAAI 2025 FIRM: Fusion-Injected Residual Memory Brings Token-Level Alignment to Unsupervised VI-ReID ACML 2025 First-AID: the first Annotation Interface for grounded Dialogues ACL 2025 FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction EMNLP 2025 First Line of Defense: A Robust First Layer Mitigates Adversarial Attacks AAAI 2025 First-Order Federated Bilevel Learning AAAI 2025