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)

EduPo: Progress and Challenges of Automated Analysis and Generation of Czech Poetry NAACL 2025 EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark CVPR 2025 EEG-based Voice Conversion : Hearing the Voice of Your Brain Interspeech 2025 EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping ICML 2025 EEGMirror: Leveraging EEG Data in the Wild via Montage-Agnostic Self-Supervision for EEG to Video Decoding ICCV 2025 Eeyore: Realistic Depression Simulation via Expert-in-the-Loop Supervised and Preference Optimization ACL 2025 EF21 with Bells & Whistles: Six Algorithmic Extensions of Modern Error Feedback JMLR 2025 EF2X Exists for Four Agents AAAI 2025 EFDTR: Learnable Elliptical Fourier Descriptor Transformer for Instance Segmentation ICML 2025 Effective and Efficient Representation Learning for Flight Trajectories AAAI 2025 Effective and Efficient Time-Varying Counterfactual Prediction with State-Space Models ICLR 2025 Effective Backdoor Learning on Open-Set Face Recognition Systems WACV 2025 Effective Bayesian Causal Inference via Structural Marginalisation and Autoregressive Orders AISTATS 2025 Effective Interplay between Sparsity and Quantization: From Theory to Practice ICLR 2025 Effective Littlestone dimension ALT 2025 Effectively combining Phi-4 and NLLB for Spoken Language Translation: SPRING Lab IITM’s submission to Low Resource Multilingual Indic Track ACL 2025 Effective Multi-Task Learning for Biomedical Named Entity Recognition ACL 2025 Effective Scene Graph Generation by Statistical Relation Distillation WACV 2025 Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs NAACL 2025 Effective Training Data Synthesis for Improving MLLM Chart Understanding ICCV 2025 Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability ACL 2025 Effects of Momentum in Implicit Bias of Gradient Flow for Diagonal Linear Networks AAAI 2025 Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers EMNLP 2025 Efficient 3D Recognition with Event-driven Spike Sparse Convolution AAAI 2025 Efficient Action-Constrained Reinforcement Learning via Acceptance-Rejection Method and Augmented MDPs ICLR 2025