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)

A Context-Aware Approach for Enhancing Data Imputation with Pre-trained Language Models COLING 2025 A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation NAACL 2025 A Continuous-time Tractable Model for Present-biased Agents AAAI 2025 A Convex Relaxation Approach to Generalization Analysis for Parallel Positively Homogeneous Networks AISTATS 2025 A Copula-Based Generative Score-Level Fusion Model for Speaker Verification Interspeech 2025 ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting ACL 2025 A Correlation Manifold Self-Attention Network for EEG Decoding IJCAI 2025 A Couch Potato is not a Potato on a Couch: Prompting Strategies, Image Generation, and Compositionality Prediction for Noun Compounds ACL 2025 Acoustic and Linguistic Biomarkers for Cognitive Impairment Detection from Speech Interspeech 2025 Acoustic Individual Identification of White-Faced Capuchin Monkeys Using Joint Multi-Species Embeddings ACL 2025 Acoustic-to-Hyper-Spectral: Hyper-Spectral Image Construction from Frequency Spectrums Through Simulated Annealing (Student Abstract) AAAI 2025 Acquiring Bidirectionality via Large and Small Language Models COLING 2025 Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025 A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition IJCAI 2025 A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features ICML 2025 AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual Corpora NAACL 2025 AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models EMNLP 2025 Act2P: LLM-Driven Online Dialogue Act Classification for Power Analysis ACL 2025 Acting Beyond Learning: Imagination-Assisted Decision-Making in the Visual-based Multi-Agent Cooperative Scenarios AAAI 2025 Action-Agnostic Point-Level Supervision for Temporal Action Detection AAAI 2025 Action-Conditioned Hamiltonian Generative Networks (AC-HGN) for Supervised and Reinforcement Learning L4DC 2025 Action-Constrained Imitation Learning ICML 2025 ActionDiffusion: An Action-Aware Diffusion Model for Procedure Planning in Instructional Videos WACV 2025 Action Dubber: Timing Audible Actions via Inflectional Flow ICML 2025 Action Flow Matching for Lifelong Learning RSS 2025