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)

Information-Theoretic Generative Clustering of Documents AAAI 2025 Information-Theoretic Guarantees for Recovering Low-Rank Tensors from Symmetric Rank-One Measurements ALT 2025 Information-Theoretic Measures on Lattices for Higher-Order Interactions AISTATS 2025 Information Theoretic Pruning of Coupled Channels in Deep Neural Networks WACV 2025 Information-theoretic reduction of deep neural networks to linear models in the overparametrized proportional regime COLT 2025 Information Theoretic Text-to-Image Alignment ICLR 2025 Information Theory and Linguistic Variation: A Study of Brazilian and European Portuguese COLING 2025 Informative Input Design for Dynamic Mode Decomposition L4DC 2025 InfoSAM: Fine-Tuning the Segment Anything Model from An Information-Theoretic Perspective ICML 2025 InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference ICML 2025 Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks AAAI 2025 IniRetinex: Rethinking Retinex-type Low-Light Image Enhancer via Initialization Perspective AAAI 2025 Initializing and Retrofitting Key-Value Adaptors for Traceable Model Editing ACL 2025 Injecting Imbalance Sensitivity for Multi-Task Learning IJCAI 2025 Injecting Universal Jailbreak Backdoors into LLMs in Minutes ICLR 2025 Injective flows for star-like manifolds ICLR 2025 InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles EMNLP 2025 InnateCoder: Learning Programmatic Options with Foundation Models IJCAI 2025 Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ACL 2025 InnovateX@DravidianLangTech 2025: Detecting AI-Generated Product Reviews in Dravidian Languages NAACL 2025 Innovative Image Fraud Detection with Cross-Sample Anomaly Analysis: The Power of LLMs ACL 2025 Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought Leaps ICLR 2025 Input Space Mode Connectivity in Deep Neural Networks ICLR 2025 INREACT: An Inspire-Then-Reinforce Training Framework For Multimodal GUI Agent EMNLP 2025 INRFlow: Flow Matching for INRs in Ambient Space ICML 2025