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)

Pre-trained Models Perform the Best When Token Distributions Follow Zipf’s Law EMNLP 2025 Pre-Trained Multiple Latent Variable Generative Models are Good Defenders Against Adversarial Attacks WACV 2025 Pretrained Reversible Generation as Unsupervised Visual Representation Learning ICCV 2025 Pre-Trained Vision-Language Models as Noisy Partial Annotators AAAI 2025 Pre-training Auto-regressive Robotic Models with 4D Representations ICML 2025 Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment EMNLP 2025 Pretraining Context Compressor for Large Language Models with Embedding-Based Memory ACL 2025 Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025 Pre-training Distillation for Large Language Models: A Design Space Exploration ACL 2025 Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation ICML 2025 Pre-Training Graph Contrastive Masked Autoencoders are Strong Distillers for EEG ICML 2025 Pre-Training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck AAAI 2025 Pretraining Language Models with LoRA and Artificial Languages EMNLP 2025 Pretraining Strategies using Monolingual and Parallel Data for Low-Resource Machine Translation ACL 2025 Preventing Latent Diffusion Model-Based Image Mimicry via Angle Shifting and Ensemble Learning IJCAI 2025 Preventing Network Bottlenecks: Accelerating Datacenter Services with Hotspot-Aware Placement for Compute and Storage NSDI 2025 Preventing Rogue Agents Improves Multi-Agent Collaboration ACL 2025 Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All ICML 2025 PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks EMNLP 2025 PriFold: Biological Priors Improve RNA Secondary Structure Predictions AAAI 2025 Primal-Dual Neural Algorithmic Reasoning ICML 2025 Primal-Dual Spectral Representation for Off-policy Evaluation AISTATS 2025 PRIMAL: Physically Reactive and Interactive Motor Model for Avatar Learning ICCV 2025 PRIME: Deep Imbalanced Regression with Proxies ICML 2025 PrimeX: A Dataset of Worldview, Opinion, and Explanation EMNLP 2025