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)

Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content CVPR 2025 Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation NAACL 2025 Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs ICCV 2025 QGen Studio: An Adaptive Question-Answer Generation, Training and Evaluation Platform AAAI 2025 QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation ACL 2025 QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety ACL 2025 QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm ACL 2025 QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models AAAI 2025 QiMeng-TensorOp: One-Line Prompt is Enough for High-Performance Tensor Operator Generation with Hardware Primitives IJCAI 2025 QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach OSDI 2025 QiMLP: Quantum-inspired Multilayer Perceptron with Strong Correlation Mining and Parameter Compression AAAI 2025 QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods SemEval 2025 Qinco2: Vector Compression and Search with Improved Implicit Neural Codebooks ICLR 2025 QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero Overhead AAAI 2025 QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search ICML 2025 Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis AISTATS 2025 QM-AI at SemEval-2025 Task 6: an Ensemble of BERT Models for Promise Identification in ESG Context SemEval 2025 QMambaBSR: Burst Image Super-Resolution with Query State Space Model CVPR 2025 QMamba: On First Exploration of Vision Mamba for Image Quality Assessment ICML 2025 Q-Mamba: Towards more efficient Mamba models via post-training quantization ACL 2025 Q-MAML: Quantum Model-Agnostic Meta-Learning for Variational Quantum Algorithms AAAI 2025 Q-MiniSAM2: A Quantization-based Benchmark for Resource-Efficient Video Segmentation IJCAI 2025 QMUL at SemEval-2025 Task 11: Explicit Emotion Detection with EmoLex, Feature Engineering, and Threshold-Optimized Multi-Label Classification SemEval 2025 qNBO: quasi-Newton Meets Bilevel Optimization ICLR 2025 Q-Norm: Robust Representation Learning via Quality-Adaptive Normalization ICCV 2025