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)

EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness IJCAI 2025 Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs COLING 2025 EdgeInfinite: A Memory-Efficient Infinite-Context Transformer for Edge Devices ACL 2025 Edge Prompt Tuning for Graph Neural Networks ICLR 2025 EdgeRunner: Auto-regressive Auto-encoder for Artistic Mesh Generation ICLR 2025 Edge-SD-SR: Low Latency and Parameter Efficient On-device Super-Resolution with Stable Diffusion via Bidirectional Conditioning CVPR 2025 EdgeTAM: On-Device Track Anything Model CVPR 2025 EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion AAAI 2025 Edicho: Consistent Image Editing in the Wild ICCV 2025 EdinHelsOW WMT 2025 CreoleMT System Description: Improving Lusophone Creole Translation through Data Augmentation, Model Merging and LLM Post-editing EMNLP 2025 Editable Concept Bottleneck Models ICML 2025 EDiT: A Local-SGD-Based Efficient Distributed Training Method for Large Language Models ICLR 2025 Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing CVPR 2025 EditBoard: Towards a Comprehensive Evaluation Benchmark for Text-Based Video Editing Models AAAI 2025 EditCLIP: Representation Learning for Image Editing ICCV 2025 EDiT: Efficient Diffusion Transformers with Linear Compressed Attention ICCV 2025 EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models ACL 2025 Editing Across Languages: A Survey of Multilingual Knowledge Editing EMNLP 2025 Editing Memories Through Few Targeted Neurons AAAI 2025 EditLord: Learning Code Transformation Rules for Code Editing ICML 2025 Edit-Wise Preference Optimization for Grammatical Error Correction COLING 2025 EDM: Efficient Deep Feature Matching ICCV 2025 EdTec-ItemGen: Enhancing Retrieval-Augmented Item Generation Through Key Point Extraction ACL 2025 EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs EMNLP 2025 EduCSW: Building a Mandarin-English Code-Switched Generation Pipeline for Computer Science Learning ACL 2025