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)

First-Person Fairness in Chatbots ICLR 2025 Fishers for Free? Approximating the Fisher Information Matrix by Recycling the Squared Gradient Accumulator ICML 2025 FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain ICML 2025 FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation CVPR 2025 Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images CVPR 2025 FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decomposition IJCAI 2025 FISTAPruner: Layer-wise Post-training Pruning for Large Language Models EMNLP 2025 Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models AAAI 2025 FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation ACL 2025 Fitting Networks with a Cancellation Trick ICLR 2025 FIVA: Federated Inverse Variance Averaging for Universal CT Segmentation with Uncertainty Estimation MLHC 2025 FiVE-Bench: A Fine-grained Video Editing Benchmark for Evaluating Emerging Diffusion and Rectified Flow Models ICCV 2025 Fixed-Budget Change Point Identification in Piecewise Constant Bandits AISTATS 2025 Fixed-Confidence Multiple Change Point Identification under Bandit Feedback ICML 2025 Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training ACL 2025 Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function ICML 2025 Fixing the Loose Brake: Exponential-Tailed Stopping Time in Best Arm Identification ICML 2025 FJWU_Squad at SemEval-2025 Task 1: An Idiom Visual Understanding Dataset for Idiom Learning SemEval 2025 FlagEval-Arena: A Side-by-Side Comparative Evaluation Platform for Large Language Models and Text-Driven AIGC ACL 2025 FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation ACL 2025 FLAIRR-TS - Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series EMNLP 2025 FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training CVPR 2025 FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline EMNLP 2025 FLAM: Frame-Wise Language-Audio Modeling ICML 2025 Flaming-hot Initiation with Regular Execution Sampling for Large Language Models NAACL 2025