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)

NeuroAda: Activating Each Neuron’s Potential for Parameter-Efficient Fine-Tuning EMNLP 2025 Neuro-Guided Graph Search for Symbolic Regression (Student Abstract) AAAI 2025 Neuromanifold-Regularized KANs for Shape-fair Feature Representations ICCV 2025 Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing IJCAI 2025 Neuron Activation Modulation for Text Style Transfer: Guiding Large Language Models ACL 2025 Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models ICLR 2025 Neuron Empirical Gradient: Discovering and Quantifying Neurons’ Global Linear Controllability ACL 2025 Neuron-Level Differentiation of Memorization and Generalization in Large Language Models EMNLP 2025 Neuron-Level Sequential Editing for Large Language Models ACL 2025 NeuronMerge: Merging Models via Functional Neuron Groups ACL 2025 Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning ICLR 2025 Neuron Similarity-Based Neural Network Verification via Abstraction and Refinement IJCAI 2025 NeuronTune: Towards Self-Guided Spurious Bias Mitigation ICML 2025 Neuroplasticity and Corruption in Model Mechanisms: A Case Study Of Indirect Object Identification NAACL 2025 Neuro-Symbolic Artificial Intelligence: A Task-Directed Survey in the Black-Box Models Era IJCAI 2025 Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models IJCAI 2025 Neurosymbolic World Models for Sequential Decision Making ICML 2025 NeuroViG - Integrating Event Cameras for Resource-Efficient Video Grounding WACV 2025 NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering ACL 2025 Neutral Is Not Unbiased: Evaluating Implicit and Intersectional Identity Bias in LLMs Through Structured Narrative Scenarios EMNLP 2025 Neutral residues: revisiting adapters for model extension ICML 2025 Neutrino: Fine-grained GPU Kernel Profiling via Programmable Probing OSDI 2025 Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract) IJCAI 2025 New Algorithms for the Learning-Augmented k-means Problem ICLR 2025 New Bounds for Sparse Variational Gaussian Processes ICML 2025