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)

Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection IJCAI 2025 Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025 Instance-Warp: Saliency Guided Image Warping for Unsupervised Domain Adaptation WACV 2025 Instance-Wise Monotonic Calibration by Constrained Transformation UAI 2025 Instance-wise Supervision-level Optimization in Active Learning CVPR 2025 Instant Adversarial Purification with Adversarial Consistency Distillation CVPR 2025 Instantly Learning Preference Alignment via In-context DPO NAACL 2025 InstantPortrait: One-Step Portrait Editing via Diffusion Multi-Objective Distillation ICLR 2025 InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences ICLR 2025 InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly ICLR 2025 InstaTrain: Adaptive Training via Ultra-Fast Natural Annealing within Dynamical Systems ICLR 2025 InstGAN: Instant Actor-Critic-Driven GAN for De Novo Molecule Generation and Property Optimization IJCAI 2025 Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025 Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning CVPR 2025 InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning COLING 2025 Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque EMNLP 2025 InstructionCP: A Simple yet Effective Approach for Transferring Large Language Models to Target Languages ACL 2025 Instruction-Following Pruning for Large Language Models ICML 2025 Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models ICCV 2025 Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs ICCV 2025 Instruction-Tuned English to Bhojpuri Neural Machine Translation Using Contrastive Preference Optimization EMNLP 2025 Instruction-tuned QwenChart for Chart Question Answering ACL 2025 Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025 InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery COLING 2025 InstructOCR: Instruction Boosting Scene Text Spotting AAAI 2025