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)

CNLP-NITS-PP at GenAI Detection Task 1: AI-Generated Text Using Transformer-Based Approaches COLING 2025 CNLP-NITS-PP at GenAI Detection Task 3: Cross-Domain Machine-Generated Text Detection Using DistilBERT Techniques COLING 2025 CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts ICCV 2025 CoAlign: Uncertainty Calibration of LLM for Geospatial Repartition ACL 2025 COAP: Memory-Efficient Training with Correlation-Aware Gradient Projection CVPR 2025 COAS2W: A Chinese Older-Adults Spoken-to-Written Transformation Corpus with Context Awareness EMNLP 2025 CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes ICML 2025 COAT: Compressing Optimizer states and Activations for Memory-Efficient FP8 Training ICLR 2025 CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025 CoBA: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples EMNLP 2025 CObL: Toward Zero-Shot Ordinal Layering without User Prompting ICCV 2025 COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation CVPR 2025 Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference AAAI 2025 cocoa at SemEval-2025 Task 10: Prompting vs. Fine-Tuning: A Multilevel Approach to Propaganda Classification SemEval 2025 CoCoA-Mix: Confusion-and-Confidence-Aware Mixture Model for Context Optimization ICML 2025 CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation ACL 2025 Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion ICLR 2025 CODA: Repurposing Continuous VAEs for Discrete Tokenization ICCV 2025 CodeAnubad at BLP-2025 Task 2: Efficient Bangla-to-Python Code Generation via Iterative LoRA Fine-Tuning of Gemma-2 AACL 2025 CodeArena: A Collective Evaluation Platform for LLM Code Generation ACL 2025 CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025 Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model AAAI 2025 CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning ICCV 2025 CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis AAAI 2025 CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness AAAI 2025