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)

Characterizing Dependence of Samples along the Langevin Dynamics and Algorithms via Contraction of $Φ$-Mutual Information (Extended Abstract) COLT 2025 Characterizing Dynamical Stability of Stochastic Gradient Descent in Overparameterized Learning JMLR 2025 Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings ACL 2025 Characterizing Mamba’s Selective Memory using Auto-Encoders IJCNLP 2025 Characterizing Positional Bias in Large Language Models: A Multi-Model Evaluation of Prompt Order Effects EMNLP 2025 Characterizing the Accuracy-Communication-Privacy Trade-off in Distributed Stochastic Convex Optimization AISTATS 2025 Characterizing the Effects of Translation on Intertextuality using Multilingual Embedding Spaces NAACL 2025 Characterizing the Role of Similarity in the Property Inferences of Language Models NAACL 2025 CharDiff: Improving Sampling Convergence via Characteristic Function Consistency in Diffusion Models WACV 2025 Charm: The Missing Piece in ViT Fine-Tuning for Image Aesthetic Assessment CVPR 2025 CharsiuRice at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement EMNLP 2025 ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025 Charting the Design Space of Neural Graph Representations for Subgraph Matching ICLR 2025 Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead EMNLP 2025 ChartLens: Fine-grained Visual Attribution in Charts ACL 2025 ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025 ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding ICLR 2025 Chart Question Answering from Real-World Analytical Narratives ACL 2025 ChatBench: From Static Benchmarks to Human-AI Evaluation ACL 2025 Chatbot Arena Estimate: towards a generalized performance benchmark for LLM capabilities NAACL 2025 Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025 ChatGarment: Garment Estimation, Generation and Editing via Large Language Models CVPR 2025 ChatReID: Open-ended Interactive Person Retrieval via Hierarchical Progressive Tuning for Vision Language Models ICCV 2025 CHATTER: A character-attribution dataset for narrative understanding NAACL 2025