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)

DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent EMNLP 2025 DEMON at SemEval-2025 Task 10: Fine-tuning LLaMA-3 for Multilingual Entity Framing SemEval 2025 Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models ACL 2025 Demonstrating DVS: Dynamic Virtual-Real Simulation Platform for Mobile Robotic Tasks RSS 2025 Demonstrating GPU Parallelized Robot Simulation and Rendering for Generalizable Embodied AI with ManiSkill3 RSS 2025 Demonstrating Multi-Suction Item Picking at Scale via Multi-Modal Learning of Pick Success RSS 2025 Demonstrating Shared Force-Language Embeddings for Natural Human-Robot Communication RSS 2025 Demonstration Selection for In-Context Learning via Reinforcement Learning ICML 2025 DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling ACL 2025 DemoSpeedup: Accelerating Visuomotor Policies via Entropy-Guided Demonstration Acceleration CoRL 2025 Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector ICML 2025 Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs ICML 2025 Demystifying Long Chain-of-Thought Reasoning ICML 2025 Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts ICLR 2025 Demystifying optimized prompts in language models EMNLP 2025 Demystifying Singular Defects in Large Language Models ICML 2025 Demystifying Small Language Models for Edge Deployment ACL 2025 Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls EMNLP 2025 Demystifying the Power of Large Language Models in Graph Generation NAACL 2025 Demystifying the Token Dynamics of Deep Selective State Space Models ICLR 2025 Demystifying Topological Message-Passing with Relational Structures: A Case Study on Oversquashing in Simplicial Message-Passing ICLR 2025 Demystify Verbosity Compensation Behavior of Large Language Models EMNLP 2025 DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement AAAI 2025 Dendritic Localized Learning: Toward Biologically Plausible Algorithm ICML 2025 Denoised Attention and Question-Augmented Representations for Knowledge Tracing IJCAI 2025