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)

Bridging the Tokenizer Gap: Semantics and Distribution-aware Knowledge Transfer for Unbiased Cross-Tokenizer Distillation AAAI 2026 Bridging Vision and Language for Robust Context-Aware Surgical Point Tracking: The VL-SurgPT Dataset and Benchmark AAAI 2026 BrightRate: Quality Assessment for User-Generated HDR Videos WACV 2026 Bringing Emerging Architectures to Sequence Labeling in NLP EACL 2026 Bring Your Dreams to Life: Continual Text-to-Video Customization AAAI 2026 Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage AAAI 2026 BSAN: Behavioral State Attention Network for Modeling Mosquito Host-Seeking Behavior AAAI 2026 BSCodec: A Band-Split Neural Codec for High-Quality Universal Audio Reconstruction EACL 2026 Budgeted Online Active Learning with Expert Advice and Episodic Priors AAAI 2026 BugSweeper: Function-Level Detection of Smart Contract Vulnerabilities Using Graph Neural Networks AAAI 2026 Building AI Hardware Expertise: Edge AI Curriculum Design and Implementation in German Universities AAAI 2026 Building ASR Resources for the Hutsul Dialect of Ukrainian EACL 2026 Building Domain-Specific Small Language Models via Guided Data Generation AAAI 2026 Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks AAAI 2026 BUSSARD: Normalizing Flows for Bijective Universal Scene-Specific Anomalous Relationship Detection CVPR 2026 Bypassing the Transport Plan: Dynamic Reweighting for Out-of-Distribution Detection with Optimal Transport CVPR 2026 Byzantine-Robust and Differentially Private Federated Optimization under Weaker Assumptions UAI 2026 C2R-KD: Complex to Real Knowledge Distillation (Student Abstract) AAAI 2026 C3RL: Rethinking the Combination of Channel-independence and Channel-mixing from Representation Learning AAAI 2026 C³TG: Conflict-aware, Composite, and Collaborative Controlled Text Generation AAAI 2026 CaBSALLM: Efficient Context-Aware Batch Annotation of Conversational Streams with Large Language Models ACL 2026 CacheNotes: Task-Aware Key-Value Cache Compression for Reasoning-Intensive Knowledge Tasks EACL 2026 CADE: Continual Weakly-supervised Video Anomaly Detection with Ensembles WACV 2026 CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement AAAI 2026 CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow WACV 2026