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)

3CAD: A Large-Scale Real-World 3C Product Dataset for Unsupervised Anomaly Detection AAAI 2025 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds ICLR 2025 3D Annotation-Free Learning by Distilling 2D Open-Vocabulary Segmentation Models for Autonomous Driving AAAI 2025 3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation EMNLP 2025 3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation AAAI 2025 3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination CVPR 2025 3DGraphLLM: Combining Semantic Graphs and Large Language Models for 3D Scene Understanding ICCV 2025 3DGS-LM: Faster Gaussian-Splatting Optimization with Levenberg-Marquardt ICCV 2025 3D-GSW: 3D Gaussian Splatting for Robust Watermarking CVPR 2025 3DitScene: Editing Any Scene via Language-guided Disentangled Gaussian Splatting ICLR 2025 3DM: Distill, Dynamic Drop, and Merge for Debiasing Multi-modal Large Language Models ACL 2025 3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling ICLR 2025 3D-MOOD: Lifting 2D to 3D for Monocular Open-Set Object Detection ICCV 2025 3D Occupancy Prediction with Low-Resolution Queries via Prototype-aware View Transformation CVPR 2025 3DPGS: 3D Probabilistic Graph Search for Archaeological Piece Grouping AAAI 2025 3D Prior Is All You Need: Cross-Task Few-shot 2D Gaze Estimation CVPR 2025 3D-Properties: Identifying Challenges in DPO and Charting a Path Forward ICLR 2025 3D Question Answering via only 2D Vision-Language Models ICML 2025 3D Shape Completion using Multi-Resolution Spectral Encoding WACV 2025 3D-SLNR: A Super Lightweight Neural Representation for Large-scale 3D Mapping CVPR 2025 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection EMNLP 2025 3D-SPATIAL MULTIMODAL MEMORY ICLR 2025 3D Student Splatting and Scooping CVPR 2025 3DS-VLA: A 3D Spatial-Aware Vision Language Action Model for Robust Multi-Task Manipulation CoRL 2025 3D Test-time Adaptation via Graph Spectral Driven Point Shift ICCV 2025