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)

OmniGuard: Hybrid Manipulation Localization via Augmented Versatile Deep Image Watermarking CVPR 2025 Omni-ID: Holistic Identity Representation Designed for Generative Tasks CVPR 2025 OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs ICLR 2025 OmniManip: Towards General Robotic Manipulation via Object-Centric Interaction Primitives as Spatial Constraints CVPR 2025 OmniMark: Efficient and Scalable Latent Diffusion Model Fingerprinting AAAI 2025 Omni-Query Active Learning for Source-Free Domain Adaptive Cross-Modality 3D Semantic Segmentation AAAI 2025 OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation ICCV 2025 OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup ICLR 2025 OMS: One More Step Noise Searching to Enhance Membership Inference Attacks for Diffusion Models IJCAI 2025 OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent EMNLP 2025 On Action Theories with Iterable First-Order Progression AAAI 2025 On Adaptive Stochastic Optimization for Streaming Data: A Newton's Method with O(dN) Operations JMLR 2025 On adaptivity and minimax optimality of two-sided nearest neighbors AISTATS 2025 OnAIR: Applications of the NASA On-Board Artificial Intelligence Research Platform AAAI 2025 On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation NAACL 2025 On Bits and Bandits: Quantifying the Regret-Information Trade-off ICLR 2025 ONCache: A Cache-Based Low-Overhead Container Overlay Network NSDI 2025 Once-for-All: Controllable Generative Image Compression with Dynamic Granularity Adaptation ICLR 2025 Once-Tuning-Multiple-Variants: Tuning Once and Expanded as Multiple Vision-Language Model Variants CVPR 2025 On choosing the vehicles of metaphors without a body: evidence from Large Language Models ACL 2025 On Collaborating Small and Large Models For Few-shot Intent Detection EMNLP 2025 On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding ICLR 2025 On Consistent Bayesian Inference from Synthetic Data JMLR 2025 On Constant Regret for Low-Rank MDPs UAI 2025 On Continuous Monitoring of Risk Violations under Unknown Shift UAI 2025