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)

Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining NAACL 2025 GIF: Generative Inspiration for Face Recognition at Scale CVPR 2025 GIFStream: 4D Gaussian-based Immersive Video with Feature Stream CVPR 2025 GiFT: Gibbs Fine-Tuning for Code Generation ACL 2025 GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs ACL 2025 GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost ICLR 2025 GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025 GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement ACL 2025 GIIFT: Graph-guided Inductive Image-free Multimodal Machine Translation EMNLP 2025 GIL-IIMAS UNAM at SemEval-2025 Task 4: LA-Min(E): LLM Unlearning Approaches Under Function Minimizing Evaluation Constraints SemEval 2025 GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization AAAI 2025 Girma@DravidianLangTech 2025: Detecting AI Generated Product Reviews NAACL 2025 GIST: Gear Type Identification by Spatiotemporal Trajectory Transformation for Monitoring Fisheries AAAI 2025 “Give Me BF16 or Give Me Death”? Accuracy-Performance Trade-Offs in LLM Quantization ACL 2025 Giving Cars Eyes: Using Computer Vision to Prevent Road Traffic Accidents in Nigeria AAAI 2025 GLAD: Improving Latent Graph Generative Modeling with Simple Quantization AAAI 2025 GLAM: Global-Local Variation Awareness in Mamba-based World Model AAAI 2025 Glauber Generative Model: Discrete Diffusion Models via Binary Classification ICLR 2025 GLEAM: Enhanced Transferable Adversarial Attacks for Vision-Language Pre-training Models via Global-Local Transformations ICCV 2025 GLEN: Generalized Focal Loss Ensemble of Low-Rank Networks for Calibrated Visual Question Answering AAAI 2025 GL-GAN: Perceiving and Integrating Global and Local Styles for Handwritten Text Generation with Mamba COLING 2025 GLGENN: A Novel Parameter-Light Equivariant Neural Networks Architecture Based on Clifford Geometric Algebras ICML 2025 GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven CVPR 2025 GLIC: General Format Learned Image Compression AAAI 2025 Glider: Global and Local Instruction-Driven Expert Router EMNLP 2025