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)

DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos CVPR 2025 DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language Models NAACL 2025 DECASTE: Unveiling Caste Stereotypes in Large Language Models Through Multi-Dimensional Bias Analysis IJCAI 2025 DecDEC: A Systems Approach to Advancing Low-Bit LLM Quantization OSDI 2025 Decentralized and Uncoordinated Learning of Stable Matchings: A Game-Theoretic Approach AAAI 2025 Decentralized Asynchronous Optimization with DADAO allows Decoupling and Acceleration JMLR 2025 Decentralized Bilevel Optimization: A Perspective from Transient Iteration Complexity JMLR 2025 Decentralized Convergence to Equilibrium Prices in Trading Networks AAAI 2025 Decentralized Diffusion Models CVPR 2025 Decentralized, Epoch-based F2FS Journaling with Fine-grained Crash Recovery OSDI 2025 Decentralized Federated Learning with Model Caching on Mobile Agents AAAI 2025 Decentralized Low-Rank Fine-Tuning of Large Language Models ACL 2025 Decentralized Optimization with Coupled Constraints ICLR 2025 Decentralized Projected Riemannian Stochastic Recursive Momentum Method for Nonconvex Optimization AAAI 2025 Decentralized Sparse Linear Regression via Gradient-Tracking JMLR 2025 Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees ICLR 2025 DecepBench: Benchmarking Multimodal Deception Detection ACL 2025 DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision EMNLP 2025 DECIDER: Difference-aware Contrastive Diffusion Model with Adversarial Perturbations for Image Change Captioning AAAI 2025 Deciphering Cross-Modal Alignment in Large Vision-Language Models via Modality Integration Rate ICCV 2025 Deciphering Implicatures: On NLP and Oral Testimonies COLING 2025 Deciphering the Complaint Aspects: Towards an Aspect-Based Complaint Identification Model with Video Complaint Dataset in Finance WACV 2025 Decision-Aware Preference Modeling for Multi-Behavior Recommendation IJCAI 2025 Decision-aware Training of Spatiotemporal Forecasting Models to Select a Top-K Subset of Sites for Intervention ICML 2025 DecisionFlow: Advancing Large Language Model as Principled Decision Maker EMNLP 2025