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)

HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories CVPR 2025 Hypernetwork Aggregation for Decentralized Personalized Federated Learning IJCAI 2025 Hypernetwork Approach to Bayesian MAML (Student Abstract) AAAI 2025 Hypernetworks for Perspectivist Adaptation EMNLP 2025 HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks CVPR 2025 HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization ACL 2025 Hyperparameter Optimization via Interacting with Probabilistic Circuits AutoML 2025 Hyperparametric Robust and Dynamic Influence Maximization AAAI 2025 HyperPLR: Hypergraph Generation through Projection, Learning, and Reconstruction ICLR 2025 HyperPose: Hypernetwork-Infused Camera Pose Localization and an Extended Cambridge Landmarks Dataset CVPR 2025 Hyperspectral Pansharpening via Diffusion Models with Iteratively Zero-Shot Guidance CVPR 2025 HyperTASR: Hypernetwork-Driven Task-Aware Scene Representations for Robust Manipulation CoRL 2025 HyperTrans: Efficient Hypergraph-Driven Cross-Domain Pattern Transfer in Image Anomaly Detection IJCAI 2025 Hyper-Transforming Latent Diffusion Models ICML 2025 HyPiDecoder: Hybrid Pixel Decoder for Efficient Segmentation and Detection ICCV 2025 HyPoGen: Optimization-Biased Hypernetworks for Generalizable Policy Generation ICLR 2025 Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents NAACL 2025 HyTIP: Hybrid Temporal Information Propagation for Masked Conditional Residual Video Coding ICCV 2025 I0T: Embedding Standardization Method Towards Zero Modality Gap ACL 2025 I2VControl: Disentangled and Unified Video Motion Synthesis Control ICCV 2025 I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models CVPR 2025 I3D-AE-LSTM: A 2-Stream Autoencoder for Action Quality Assessment using a Newly Created Cricket Batsman Video Dataset WACV 2025 iai_MSU at SemEval-2025 Task-3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes in English SemEval 2025 IALab UC at BEA 2025 Shared Task: LLM-Powered Expert Pedagogical Feature Extraction ACL 2025 I Am Big, You Are Little; I Am Right, You Are Wrong ICCV 2025