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)

Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025 Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-Tuning NAACL 2025 IG-Pruning: Input-Guided Block Pruning for Large Language Models EMNLP 2025 I-GUARD: Interpretability-Guided Parameter Optimization for Adversarial Defense EMNLP 2025 IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method EMNLP 2025 IIITH-BUT system for IWSLT 2025 low-resource Bhojpuri to Hindi speech translation ACL 2025 IITR-CIOL@NLU of Devanagari Script Languages 2025: Multilingual Hate Speech Detection and Target Identification in Devanagari-Scripted Languages COLING 2025 iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025 ILIF: Temporal Inhibitory Leaky Integrate-and-Fire Neuron for Overactivation in Spiking Neural Networks IJCAI 2025 Illumination Spectrum Estimation for Multispectral Images via Surface Reflectance Modeling and Spatial-Spectral Feature Generation CVPR 2025 Illusions of Relevance: Arbitrary Content Injection Attacks Deceive Retrievers, Rerankers, and LLM Judges IJCNLP 2025 ILLUSION: Unveiling Truth with a Comprehensive Multi-Modal, Multi-Lingual Deepfake Dataset ICLR 2025 iLostTheCode at SemEval-2025 Task 10: Bottom-up Multilevel Classification of Narrative Taxonomies SemEval 2025 Im2Haircut: Single-view Strand-based Hair Reconstruction for Human Avatars ICCV 2025 Image and Video Tokenization with Binary Spherical Quantization ICLR 2025 Image-Caption Encoding for Improving Zero-Shot Generalization WACV 2025 Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives IJCAI 2025 Image Conductor: Precision Control for Interactive Video Synthesis AAAI 2025 Image Difference Captioning via Adversarial Preference Optimization EMNLP 2025 Image Embedding Sampling Method for Diverse Captioning EMNLP 2025 Image-Enhanced Hybrid Encoding with Reinforced Contrastive Learning for Spatial Domain Identification in Spatial Transcriptomics IJCAI 2025 ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization ICCV 2025 Image Generation Diversity Issues and How to Tame Them CVPR 2025 Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution ICCV 2025 Image is All You Need to Empower Large-scale Diffusion Models for In-Domain Generation CVPR 2025