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)

ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models COLING 2025 ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models IJCNLP 2025 ProtCLIP: Function-Informed Protein Multi-Modal Learning AAAI 2025 Protecting against simultaneous data poisoning attacks ICLR 2025 Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench NAACL 2025 Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents ACL 2025 Protecting Your Video Content: Disrupting Automated Video-based LLM Annotations CVPR 2025 PROTECT: Policy-Related Organizational Value Taxonomy for Ethical Compliance and Trust ACL 2025 Protein Fitness Landscape: Spectral Graph Theory Perspective AISTATS 2025 ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation AAAI 2025 ProtoDepth: Unsupervised Continual Depth Completion with Prototypes CVPR 2025 ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning MLHC 2025 ProtoLens: Advancing Prototype Learning for Fine-Grained Interpretability in Text Classification ACL 2025 ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder AAAI 2025 ProtoSnap: Prototype Alignment For Cuneiform Signs ICLR 2025 Proto Successor Measure: Representing the Behavior Space of an RL Agent ICML 2025 Prototype antithesis for biological few-shot class-incremental learning ICLR 2025 Prototype-based Contrastive Learning with Stage-wise Progressive Augmentation for Self-Supervised Fine-Grained Learning ICCV 2025 Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation CVPR 2025 Prototype-based Optimal Transport for Out-of-Distribution Detection IJCAI 2025 Prototype Conditioned Generative Replay for Continual Learning in NLP NAACL 2025 Prototype Guided Backdoor Defense via Activation Space Manipulation ICCV 2025 Prototype-guided Knowledge Propagation with Adaptive Learning for Lifelong Person Re-identification IJCAI 2025 Prototype-Guided Multimodal Relation Extraction based on Entity Attributes AAAI 2025 Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval ICCV 2025