Core AI
68,645 papers (13 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Multimodal Learning (14,926)
Large Language Models (9,515)
Interpretability (8,292)
Foundation Models (5,277)
Agent Systems (4,710)
Causal Inference (3,958)
Multi-Agent Systems (3,842)
AI Safety (3,602)
Planning (3,482)
Reasoning (3,360)
Human-AI Interaction (2,465)
Model Compression (2,258)
Natural Language Processing (2,186)
Responsible AI (2,130)
Computer Vision (1,901)
Game AI (1,846)
Reinforcement Learning (1,698)
Adversarial Learning (1,500)
Autonomous Vehicles (1,488)
Language (1,345)
Fairness (1,279)
Game Theory (1,129)
Robotics (1,087)
Dialogue Systems (1,066)
Efficient Computing (956)
Vision-Language Models (928)
Knowledge Graph (735)
Procedural Generation (709)
Trajectory Prediction (676)
Evaluation (655)
Privacy (617)
Natural Language Generation (573)
Information Retrieval (541)
Memory (526)
Decision Making (480)
Safety (474)
Knowledge Representation (409)
Knowledge (386)
Information Extraction (378)
Speech Processing (310)
Knowledge Graphs (282)
Security (256)
Uncertainty Quantification (246)
Representation Learning (239)
Retrieval-Augmented Generation (225)
Knowledge Editing (200)
Question Answering (199)
Attention (198)
Robustness (186)
Knowledge Distillation (185)
Code Generation (168)
Explainability (142)
Brain-Computer Interface (141)
Neural Networks (136)
Anomaly Detection (132)
Automated Reasoning (84)
Natural Language Understanding (81)
Multi-Lingual Learning (79)
Education (64)
Machine Translation (57)
Learning Paradigms (57)
Speech Recognition (55)
Risk Management (51)
Visual Question Answering (49)
Communication (35)
Motion Analysis (32)
Natural Language Inference (29)
Sentiment Analysis (19)
Representation (17)
Papers per year
1
4
10
1
11
82
89
98
89
99
120
153
269
217
273
416
1,053
1,809
3,137
4,063
4,997
5,940
7,896
12,509
17,181
8,128
2000
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Papers (including subtopics)
MMBERT: Scaled Mixture-of-Experts Multimodal BERT for Robust Chinese Hate Speech Detection Under Cloaking Perturbations
AAAI 2026
MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A
ACL 2026
MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training
ACL 2026
MMDIR: Multimodal Instruction-Driven Framework for Mixed-Degradation Document Image Restoration
CVPR 2026
MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models
ACL 2026
MME-SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models
AAAI 2026
MMGait: Towards Multi-Modal Gait Recognition
CVPR 2026
MMG-Vid: Maximizing Marginal Gains at Segment-level and Token-level for Efficient Video LLMs
AAAI 2026
MMhops-R1: Multimodal Multi-hop Reasoning
AAAI 2026
MMIFEvol: Towards Evolutionary Multimodal Instruction Following
AAAI 2026
M-MiniGPT4: Multilingual VLLM Alignment via Translated Data
EACL 2026
MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge
ACL 2026
MMLandmarks: a Cross-View Instance-Level Benchmark for Geo-Spatial Understanding
CVPR 2026
MM-OVSeg: Multimodal Optical-SAR Fusion for Open-Vocabulary Segmentation in Remote Sensing
CVPR 2026
MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Knowledge Poisoning Attacks
ACL 2026
mmPred: Radar-based Human Motion Prediction in the Dark
AAAI 2026
MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation
AAAI 2026
MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models
EACL 2026
MMR-AD: A Large-Scale Multimodal Dataset for Benchmarking General Anomaly Detection with Multimodal Large Language Models
CVPR 2026
MMRAG-RFT: Two-stage Reinforcement Fine-tuning for Explainable Multi-modal Retrieval-augmented Generation
AAAI 2026
MM-ReCoder: Advancing Chart-to-Code Generation with Reinforcement Learning and Self-Correction
CVPR 2026
MMSciCode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding
ACL 2026
MMSD3.0: A Multi-Image Benchmark for Real-World Multimodal Sarcasm Detection
CVPR 2026
MMSearch-R1: Incentivizing LMMs to Search
ACL 2026
MM-SeR: Multimodal Self-Refinement for Lightweight Image Captioning
CVPR 2026