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)

A Mixture-Based Framework for Guiding Diffusion Models ICML 2025 AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation WACV 2025 AMO: Adaptive Motion Optimization for Hyper-Dexterous Humanoid Whole-Body Control RSS 2025 A Modal Logic of Optimality (Student Abstract) AAAI 2025 A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 A Modular Taxonomy for Hate Speech Definitions and Its Impact on Zero-Shot LLM Classification Performance ACL 2025 A Monte-Carlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis EMNLP 2025 AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models ACL 2025 A Morpheme-Aware Child-Inspired Language Model EMNLP 2025 Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series ICLR 2025 Amortized Probabilistic Conditioning for Optimization, Simulation and Inference AISTATS 2025 A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos ACL 2025 A.M.P at SciHal2025: Automated Hallucination Detection in Scientific Content via LLMs and Prompt Engineering ACL 2025 Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference NAACL 2025 AmpleHate: Amplifying the Attention for Versatile Implicit Hate Detection EMNLP 2025 Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting AAAI 2025 AMPO: Active Multi Preference Optimization for Self-play Preference Selection ICML 2025 AMPS: ASR with Multimodal Paraphrase Supervision NAACL 2025 AMP-ViT: Optimizing Vision Transformer Efficiency with Adaptive Mixed-Precision Post-Training Quantization WACV 2025 AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models EMNLP 2025 AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction NAACL 2025 AMR-Transformer: Enabling Efficient Long-range Interaction for Complex Neural Fluid Simulation CVPR 2025 Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs ICLR 2025 A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems ACL 2025 A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025