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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
76
533
1,651
11,133
21,167
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025 CasFT: Future Trend Modeling for Information Popularity Prediction with Dynamic Cues-Driven Diffusion Models AAAI 2025 CASP: Compression of Large Multimodal Models Based on Attention Sparsity CVPR 2025 CasP: Improving Semi-Dense Feature Matching Pipeline Leveraging Cascaded Correspondence Priors for Guidance ICCV 2025 Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression ICCV 2025 CAST: Corpus-Aware Self-similarity Enhanced Topic modelling NAACL 2025 CAST: Cross-modal Alignment Similarity Test for Vision Language Models COLING 2025 cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree EMNLP 2025 CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift AAAI 2025 CAT-3DGS: A Context-Adaptive Triplane Approach to Rate-Distortion-Optimized 3DGS Compression ICLR 2025 CATALOG: A Camera Trap Language-Guided Contrastive Learning Model WACV 2025 Catalyst at BLP-2025 Task 1: Transformer Ensembles and Multi-task Learning Approaches for Bangla Hate Speech Detection AACL 2025 CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution CVPR 2025 Catastrophic Failure of LLM Unlearning via Quantization ICLR 2025 CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization AutoML 2025 CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models EMNLP 2025 CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching ICLR 2025 Catching Stray Balls: Football, fandom, and the impact on digital discourse ACL 2025 Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models ICML 2025 CAT: Contrastive Adversarial Training for Evaluating the Robustness of Protective Perturbations in Latent Diffusion Models ICML 2025 CateEA: Enhancing Entity Alignment via Implicit Category Supervision COLING 2025 CATE Estimation With Potential Outcome Imputation From Local Regression UAI 2025 Categorical Attention: Fine-grained Language-guided Noise Filtering Network for Occluded Person Re-Identification IJCAI 2025 Categorical Schrödinger Bridge Matching ICML 2025 Categorical Semantics of Compositional Reinforcement Learning JMLR 2025