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)

FractalLLM: Lossless Self-Speculative Decoding with Layer Embedded Self-Compression EMNLP 2025 Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models ICLR 2025 Fragments to Facts: Partial-Information Fragment Inference from LLMs ICML 2025 FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy ACL 2025 FrameBridge: Improving Image-to-Video Generation with Bridge Models ICML 2025 Frame by Familiar Frame: Understanding Replication in Video Diffusion Models WACV 2025 FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025 FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights ACL 2025 Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025 FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models ICCV 2025 Frame Order Matters: A Temporal Sequence-Aware Model for Few-Shot Action Recognition AAAI 2025 FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering CVPR 2025 Framing the Language: Fine-Tuning Gemma 3 for Manipulation Detection ACL 2025 FRAUD-Net: Fraud News Detection using Sample Uncertainty & Domain Aware Generalized Network WACV 2025 Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements ACL 2025 Fraunhofer SIT at GenAI Detection Task 1: Adapter Fusion for AI-generated Text Detection COLING 2025 FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling ICLR 2025 Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation ICLR 2025 FreDF: Learning to Forecast in the Frequency Domain ICLR 2025 Free2Guide: Training-Free Text-to-Video Alignment using Image LVLM ICCV 2025 FreeCG: Free the Design Space of Clebsch-Gordan Transform for Machine Learning Force Fields ICLR 2025 FreeCloth: Free-form Generation Enhances Challenging Clothed Human Modeling CVPR 2025 FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment ICCV 2025 FREE: Fast and Robust Vision Language Models with Early Exits ACL 2025 FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting IJCAI 2025