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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)

Causal Temporal Regime Structure Learning AISTATS 2025 Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism IJCAI 2025 CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025 Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases IJCAI 2025 Cautious Next Token Prediction ACL 2025 CAVE: Controllable Authorship Verification Explanations NAACL 2025 CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations ACL 2025 CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment CVPR 2025 CAX: Cellular Automata Accelerated in JAX ICLR 2025 CBMA: Improving Conformal Prediction through Bayesian Model Averaging ICLR 2025 CBP-Tuning: Efficient Local Customization for Black-box Large Language Models EMNLP 2025 CCG: Rare-Label Prediction via Neural SEM–Driven Causal Game EMNLP 2025 CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models ACL 2025 C-CLIP: Multimodal Continual Learning for Vision-Language Model ICLR 2025 CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy ICCV 2025 CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs EMNLP 2025 CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search NAACL 2025 CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025 CD^2: Constrained Dataset Distillation for Few-Shot Class-Incremental Learning IJCAI 2025 CDAˆ2: Counterfactual Diffusion Augmentation for Cross-Domain Adaptation in Low-Resource Sentiment Analysis COLING 2025 CDAC-SVNIT submission for IWSLT 2025 Indic track shared task ACL 2025 CDB: A Unified Framework for Hope Speech Detection Through Counterfactual, Desire and Belief NAACL 2025 CDE-Learning: Camera Deviation Elimination Learning for Unsupervised Person Re-identification AAAI 2025 CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification SemEval 2025 CDI: Copyrighted Data Identification in Diffusion Models CVPR 2025