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

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'25

Papers (including subtopics)

CryptOpiQA: A new Opinion and Question Answering dataset on Cryptocurrency COLING 2025 CrystalICL: Enabling In-Context Learning for Crystal Generation EMNLP 2025 CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features ICLR 2025 CSAHFL:Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks IJCAI 2025 CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery ICLR 2025 CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation CVPR 2025 CSECU-DSG at SemEval-2025 Task 6: Exploiting Multilingual Feature Fusion-based Approach for Corporate Promise Verification SemEval 2025 CSECU-Learners at SemEval-2025 Task 9: Enhancing Transformer Model for Explainable Food Hazard Detection in Text SemEval 2025 CSEval: Towards Automated, Multi-Dimensional, and Reference-Free Counterspeech Evaluation using Auto-Calibrated LLMs NAACL 2025 CSF-GAN: Cross-modal Semantic Fusion-based Generative Adversarial Network for Text-guided Image Inpainting IJCAI 2025 CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting AAAI 2025 CSG-ODE: ControlSynth Graph ODE For Modeling Complex Evolution of Dynamic Graphs ICML 2025 CSL-L2M: Controllable Song-Level Lyric-to-Melody Generation Based on Conditional Transformer with Fine-Grained Lyric and Musical Controls AAAI 2025 CSPLADE: Learned Sparse Retrieval with Causal Language Models IJCNLP 2025 CSR:Achieving 1 Bit Key-Value Cache via Sparse Representation AAAI 2025 CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories NAACL 2025 CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts ACL 2025 CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025 CTBench: A Library and Benchmark for Certified Training ICML 2025 CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor EMNLP 2025 CTD4 – a Deep Continuous Distributional Actor-Critic Agent with a Kalman Fusion of Multiple Critics AAAI 2025 CtD: Composition through Decomposition in Emergent Communication ICLR 2025 CTIP: Towards Accurate Tabular-to-Image Generation for Tire Footprint Generation WACV 2025 CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025 CTR-Guided Generative Query Suggestion in Conversational Search EMNLP 2025