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Explore papers organized by research topics and methodologies
10
Total Clusters
14120
Papers Clustered
1412
Avg per Cluster
5090
Largest Cluster
Reinforcement Learning
5090 papers
Policy learning, reward optimization, and agent-based systems
reinforcement
rl
policy
reward
agent
q-learning
Top Papers:
Human-level control through deep reinforcement learning
A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
Playing Atari with Deep Reinforcement Learning
Browse Papers
Large Language Models
3152 papers
Research on GPT, BERT, transformers, and language understanding
llm
gpt
bert
transformer
language model
nlp
Top Papers:
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
The Condensate Theorem: Transformers are O(n), Not $O(n^2)$
NEXUS: Bit-Exact ANN-to-SNN Equivalence via Neuromorphic Gate Circuits with Surrogate-Free Training
Browse Papers
Computer Vision
2566 papers
Image recognition, object detection, segmentation, and visual understanding
cnn
image
vision
detection
segmentation
visual
Top Papers:
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
MobileFetalCLIP: Selective Repulsive Knowledge Distillation for Mobile Fetal Ultrasound Analysis
Natural Language-Driven Global Mapping of Martian Landforms
Browse Papers
Graph Neural Networks
1064 papers
Graph-based learning, node classification, and network analysis
graph
gnn
node
edge
network
gcn
Top Papers:
TFFM: Topology-Aware Feature Fusion Module via Latent Graph Reasoning for Retinal Vessel Segmentation
PIMPC-GNN: Physics-Informed Multi-Phase Consensus Learning for Enhancing Imbalanced Node Classification in Graph Neural Networks
FactNet: A Billion-Scale Knowledge Graph for Multilingual Factual Grounding
Browse Papers
Generative AI
1031 papers
GANs, diffusion models, VAEs, and content generation
generative
gan
diffusion
vae
generation
synthesis
Top Papers:
WarpRec: Unifying Academic Rigor and Industrial Scale for Responsible, Reproducible, and Efficient Recommendation
FMPose3D: monocular 3D pose estimation via flow matching
LTX-2: Efficient Joint Audio-Visual Foundation Model
Browse Papers
Efficient ML
497 papers
Model compression, quantization, pruning, and efficient inference
efficient
compression
quantization
pruning
distillation
lightweight
Top Papers:
F2LLM-v2: Inclusive, Performant, and Efficient Embeddings for a Multilingual World
Learning from Yesterday's Error: An Efficient Online Learning Method for Traffic Demand Prediction
Meeting SLOs, Slashing Hours: Automated Enterprise LLM Optimization with OptiKIT
Browse Papers
Robotics & Embodied AI
287 papers
Robot learning, manipulation, navigation, and embodied agents
robotics
robot
manipulation
navigation
embodied
control
Top Papers:
SynthRender and IRIS: Open-Source Framework and Dataset for Bidirectional Sim-Real Transfer in Industrial Object Perception
A Pragmatic VLA Foundation Model
Efficient Hierarchical Any-Angle Path Planning on Multi-Resolution 3D Grids
Browse Papers
Medical AI
208 papers
Healthcare applications, medical imaging, clinical AI
medical
healthcare
clinical
diagnosis
radiology
pathology
Top Papers:
XMorph: Explainable Brain Tumor Analysis Via LLM-Assisted Hybrid Deep Intelligence
3DLAND: 3D Lesion Abdominal Anomaly Localization Dataset
PMPBench: A Paired Multi-Modal Pan-Cancer Benchmark for Medical Image Synthesis
Browse Papers
AI Safety & Alignment
126 papers
AI safety, alignment, interpretability, and ethics
safety
alignment
interpretability
explainability
ethics
fairness
Top Papers:
From High-Dimensional Spaces to Verifiable ODD Coverage for Safety-Critical AI-based Systems
The Geometry of Alignment Collapse: When Fine-Tuning Breaks Safety
UniSAFE: A Comprehensive Benchmark for Safety Evaluation of Unified Multimodal Models
Browse Papers
Multimodal Learning
99 papers
Vision-language models, cross-modal understanding
multimodal
vision-language
clip
cross-modal
image-text
Top Papers:
StructXLIP: Enhancing Vision-language Models with Multimodal Structural Cues
DanQing: An Up-to-Date Large-Scale Chinese Vision-Language Pre-training Dataset
VILLAIN at AVerImaTeC: Verifying Image-Text Claims via Multi-Agent Collaboration
Browse Papers