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)

DEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face Animation AAAI 2025 Deep-Union Completion AAAI 2025 Deep Unsupervised Hashing via External Guidance ICML 2025 Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025 Deep Weight Factorization: Sparse Learning Through the Lens of Artificial Symmetries ICLR 2025 Defending Against Repetitive Backdoor Attacks on Semi-Supervised Learning through Lens of Rate-Distortion-Perception Trade-Off WACV 2025 Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning AAAI 2025 Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing IJCNLP 2025 Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy AAAI 2025 Defense Against Prompt Injection Attack by Leveraging Attack Techniques ACL 2025 Defense against Prompt Injection Attacks via Mixture of Encodings NAACL 2025 Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks ACL 2025 DeFine: Decision-Making with Analogical Reasoning over Factor Profiles ACL 2025 Defining and Quantifying Visual Hallucinations in Vision-Language Models NAACL 2025 Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025 DeFoG: Discrete Flow Matching for Graph Generation ICML 2025 DeFSS: Image-to-Mask Denoising Learning for Few-shot Segmentation ICCV 2025 DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference ICLR 2025 DefVerify: Do Hate Speech Models Reflect Their Dataset’s Definition? COLING 2025 DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying COLING 2025 DeGauss: Dynamic-Static Decomposition with Gaussian Splatting for Distractor-free 3D Reconstruction ICCV 2025 Degree of Interference: A General Framework For Causal Inference Under Interference JMLR 2025 Dehaze-RetinexGAN: Real-World Image Dehazing via Retinex-based Generative Adversarial Network AAAI 2025 Dehumanization of LGBTQ+ Groups in Sexual Interactions with ChatGPT NAACL 2025 DEIM: DETR with Improved Matching for Fast Convergence CVPR 2025