Machine Learning
132,800 papers (10 classified directly here)
Subtopics · a paper can sit in several, so these overlap
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)
Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs
EMNLP 2025
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning
ACL 2025
Beyond Pairwise: Global Zero-shot Temporal Graph Generation
EMNLP 2025
Beyond Perspective: Neural 360-Degree Video Compression
ICCV 2025
Beyond Pixel and Object: Part Feature as Reference for Few-Shot Video Object Segmentation
AAAI 2025
Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses
EMNLP 2025
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
ACL 2025
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering
ACL 2025
Beyond propagation of chaos: A stochastic algorithm for mean field optimization
COLT 2025
Beyond Random Augmentations: Pretraining with Hard Views
ICLR 2025
Beyond Reconstruction: Generating Privacy-Preserving Clinical Letters
NAACL 2025
Beyond Repetition: Text Simplification and Curriculum Learning for Data-Constrained Pretraining
EMNLP 2025
Beyond RGB: Adaptive Parallel Processing for RAW Object Detection
ICCV 2025
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation
EMNLP 2025
Beyond Self-Repellent Kernels: History-Driven Target Towards Efficient Nonlinear MCMC on General Graphs
ICML 2025
Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity
ACL 2025
Beyond Sequence: Impact of Geometric Context for RNA Property Prediction
ICLR 2025
Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation
ACL 2025
Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge
CVPR 2025
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
ACL 2025
Beyond Simple Edits: Composed Video Retrieval with Dense Modifications
ICCV 2025
Beyond Single Emotion: Multi-label Approach to Conversational Emotion Recognition
AAAI 2025
Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip?
EMNLP 2025
Beyond Single Images: Retrieval Self-Augmented Unsupervised Camouflaged Object Detection
ICCV 2025
Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation
ACL 2025