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)

Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter EMNLP 2025 Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions EMNLP 2025 Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision EMNLP 2025 Chain-of-Thought Provably Enables Learning the (Otherwise) Unlearnable ICLR 2025 Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis ACL 2025 Challenges and Limitations in Gathering Resources for Low-Resource Languages: The Case of Medumba ACL 2025 Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case Study NAACL 2025 Challenges for AI in Multimodal STEM Assessments: a Human-AI Comparison ACL 2025 Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning COLING 2025 Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025 Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025 Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning ICML 2025 CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators ICLR 2025 Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective CVPR 2025 ChangeDiff: A Multi-Temporal Change Detection Data Generator with Flexible Text Prompts via Diffusion Model AAAI 2025 Change Point Detection in Hadamard Spaces by Alternating Minimization AISTATS 2025 Changepoint Estimation in Sparse Dynamic Stochastic Block Models under Near-Optimal Signal Strength AISTATS 2025 Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining CVPR 2025 Channel Merging: Preserving Specialization for Merged Experts AAAI 2025 Channel Normalization for Time Series Channel Identification ICML 2025 Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction ICML 2025 Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs CVPR 2025 Character-Aware English-to-Japanese Translation of Fictional Dialogue Using Speaker Embeddings and Back-Translation EMNLP 2025 CharacterCraft: Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents EMNLP 2025 Character is Destiny: Can Persona-assigned Language Models Make Personal Choices? EMNLP 2025