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)

Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation AAAI 2025 Efficient Training of Neural Stochastic Differential Equations by Matching Finite Dimensional Distributions ICLR 2025 Efficient Transfer Learning for Video-language Foundation Models CVPR 2025 Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization ACL 2025 Efficient Unlearning for Spatio-temporal Graph (Student Abstract) AAAI 2025 Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments EMNLP 2025 Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers ICCV 2025 Efficient Video Super-Resolution for Real-time Rendering with Decoupled G-buffer Guidance CVPR 2025 EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality CVPR 2025 Efficient Visual Place Recognition Through Multimodal Semantic Knowledge Integration ICCV 2025 Efficient Visual Representation Learning with Heat Conduction Equation IJCAI 2025 EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba AAAI 2025 Efficient Vocabulary Reduction for Small Language Models COLING 2025 EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning EMNLP 2025 EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning ICML 2025 EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models ACL 2025 Effortless Active Labeling for Long-Term Test-Time Adaptation CVPR 2025 EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems IJCAI 2025 EFSA-CLC: Enhancing Zero-shot Entity-level Financial Sentiment Analysis with Cross-lingual Collaboration IJCNLP 2025 EFSkip: A New Error Feedback with Linear Speedup for Compressed Federated Learning with Arbitrary Data Heterogeneity AAAI 2025 EFTViT: Efficient Federated Training of Vision Transformers with Masked Images on Resource-Constrained Clients ICCV 2025 EFX Feasible Scheduling for Time-dependent Resources IJCAI 2025 Egalitarian Language Representation in Language Models: It All Begins with Tokenizers COLING 2025 EG-ENAS: Efficient and Generalizable Evolutionary Neural Architecture Search for Image Classification AutoML 2025 E-Gen: Leveraging E-Graphs to Improve Continuous Representations of Symbolic Expressions NAACL 2025