Fields

#	Field	Papers	Repos	Stars	Change	Status	Driving it
1	Multimodal	3033	—	—	+2035.9%	Rising	REKI: Registering Knowledge in VLAs
2	Agents	2308	—	—	+2381.7%	Rising	MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering
3	Frontier LLMs	2107	—	—	+2165.6%	Rising	Data Strategies for Large Language Models: A Unified Perspective on the Training Lifecycle
4	Inference & serving	1437	—	—	+3093.3%	Rising	When the KV Cache Is Slower Than the GPU: Scaling Remote KV Tiers for Context-Parallel Prefill
5	Image segmentation	1013	—	—	+1775.9%	Rising	MedPAO-VL: Interpretable and Protocol-Compliant Agent for Structured Radiology Report Generation
6	Graph learning	980	—	—	+3166.7%	Rising	Your Transformer Is Secretly Elastic
7	Learning verifiable rewards	847	—	—	+2466.7%	Rising	KnowGPO: Knowledge-Grouped Policy Optimization for Search Agents
8	3D scene	778	—	—	+1289.3%	Rising	Gen4P: Video Generators are 4D Perceivers
9	Flow matching	615	—	—	+2360.0%	Rising	On the Stability and Convergence of Flow Map Training
10	Voice AI	553	—	—	+1526.5%	Rising	Realtime-Bench: Can Frontier Models Solve Real-time Interactive Problems?
11	Forecasting time	448	—	—	+1444.8%	Rising	PathFM: Fast Generative Forecasting of Multivariate Trajectories
12	Classifier & causal discovery	429	—	—	+1850.0%	Rising	Are You Sure Your LLM Is Sure? Repairing and Auditing Confidence
13	Teacher policy distillation	350	—	—	+2592.3%	Rising	Training-Free On-Policy Distillation
14	Machine learned interatomic	278	—	—	+1444.4%	Rising	MolLean: A Process-Verifiable Language for Chemical Reasoning
15	Adversarial training	265	—	—	+2108.3%	Rising	Beyond Generation: Using Multimodal LLMs as Detectors of LLM-Generated Deepfake Facial Images
16	Stochastic gradient descent	216	—	—	+2600.0%	Rising	Generalization Guarantees of Randomized Block Coordinate Descent for Nonconvex Learning
17	Federated learning	178	—	—	+1877.8%	Rising	Private Retrieval Augmented Generation via Random Projection
18	Anomaly detectors	171	—	—	+1215.4%	Rising	Retrieval Over Training: Similarity search-based Model Selection for Time Series Anomaly Detection
19	Quantum machine learning	116	—	—	+1350.0%	Rising	Discovering state-of-the-art quantum circuits with large language models
20	Evals	108	—	—	new	Steady	Realtime-Bench: Can Frontier Models Solve Real-time Interactive Problems?
21	CAD models	77	—	—	+1183.3%	Rising	3DCodeVerse: Exploring 3D Worlds as Code
22	Character recognition OCR	68	—	—	+871.4%	Rising	Visual Sanad: Auditing Vision-Language Models for False Acceptance of Qur'anic Citations
23	Sensing communication	64	—	—	+1180.0%	Rising	Scene Reconstruction Using Ubiquitous Wireless Signals via Diffusion Posterior Inference Over physics-Grounded Representations
24	Training & fine-tuning	64	—	—	new	Steady	MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering
25	Computer vision	51	—	—	new	Steady	Gen4P: Video Generators are 4D Perceivers
26	AI safety	47	—	—	new	Steady	When Reasoning Is Not Enough: Proactive Inquiry for Cross-Modal Safety in Multimodal Large Language Models
27	Image & video generation	39	—	—	new	Steady	FeaTok: Feature-Loss Tokenization for Image Generation
28	Efficient spiking neural	36	—	—	+1100.0%	Rising	The Dormant Spiking Neuron: A State-Driven Mechanism for Efficient Spiking Neural Networks
29	Robotics	32	—	—	new	Steady	REKI: Registering Knowledge in VLAs
30	Code models	24	—	—	new	Steady	WEAVE: Weaving Real-World Code Evolution into Dependency-Structured Tasks for Benchmarking and Training Code Agents
31	RAG	15	—	—	new	Steady	Latent Compaction with Test-Time Training
32	Small LLMs	12	—	—	new	Steady	How to Train Your Little Dragon: Teaching a Small Language Model to Construct and Refine GPU Optimization Scripts
33	Developer tooling	3	—	—	new	Steady	Stateful Testing for Deep Learning Compilers
34	Programming languages	2	—	—	new	Steady	Unfragmenting Nawatl NMT: Single-Variant Specialization for Masewalkopa
35	Databases	1	—	—	new	Steady	Revisiting Simple Baselines for Relational Deep Learning
36	Vector databases	0	—	—	new	Steady	—
37	Web frameworks	0	—	—	new	Steady	—
38	DevOps & cloud	0	—	—	new	Steady	—

1

Multimodal

3033

—

+2035.9%

Rising

REKI: Registering Knowledge in VLAs

2

Agents

2308

—

+2381.7%