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 Second-Order Perspective on Model Compositionality and Incremental Learning ICLR 2025 A Selective Learning Method for Temporal Graph Continual Learning ICML 2025 A Selective Re-learning Mechanism for Hyperspectral Fusion Imaging CVPR 2025 A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025 A Self-Distillation Recipe for Neural Machine Translation ACL 2025 A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Interspeech 2025 A Semantically Impactful Image Manipulation Dataset: Characterizing Image Manipulations using Semantic Significance WACV 2025 A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025 A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025 A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation CVPR 2025 A Semantic Uncertainty Sampling Strategy for Back-Translation in Low-Resources Neural Machine Translation ACL 2025 A Semi-supervised Scalable Unified Framework for E-commerce Query Classification ACL 2025 A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making EMNLP 2025 ASER: Activation Smoothing and Error Reconstruction for Large Language Model Quantization AAAI 2025 ASGS: Single-Domain Generalizable Open-Set Object Detection via Adaptive Subgraph Searching ICCV 2025 A Shapley-value Guided Rationale Editor for Rationale Learning AISTATS 2025 A Shared Low-Rank Adaptation Approach to Personalized RLHF AISTATS 2025 A Short Information-Theoretic Analysis of Linear Auto-Regressive Learning L4DC 2025 A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Interspeech 2025 A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression ACL 2025 A Similarity Measure for Comparing Conversational Dynamics EMNLP 2025 A Similarity Paradigm Through Textual Regularization Without Forgetting AAAI 2025 A Simple and Comprehensive Benchmark for Single-Cell Transcriptomics AAAI 2025 A Simple Approach to Unifying Diffusion-based Conditional Generation ICLR 2025 A Simple-but-Effective Baseline for Training-Free Class-Agnostic Counting WACV 2025