Multimodal LLMs papers, 2023–2026

Key findings

• Multimodal LLMs went from 1,226 papers in 2023 to 5,192 in 2026, roughly 4.2x in three years.
• NeurIPS publishes the most Multimodal LLMs work: 3,319 papers from 2023 to 2026, 30% of the four-venue total.
• The fastest-growing overlap is with Applications · computer vision: papers tagged with both rose from 35 in 2023 to 596 in 2026.
• Among the 4 topics under Trending Systems, it ranks #1 by 2026 paper count; the fastest grower in the group, AI Agents, is up 12x versus 4.2x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026$\text{A}^3$-VLA: Automatic Perception-Guided Attention Alignment for Robot Manipulation
• ICML 2026[CLS] is Not Enough: Multi-Label Recognition via Patch-Level Inference and Adaptive Aggregation
• ICLR 2026A Balanced Neuro-Symbolic Approach for Commonsense Abductive Logic
• CVPR 20263D Space as a Scratchpad for Editable Text-to-Image Generation
• NeurIPS 2025$\Delta \mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization
• ICML 2025Adapting While Learning: Grounding LLMs for Scientific Problems with Tool Usage Adaptation
• ICLR 2025$\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
• CVPR 20252DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification
• NeurIPS 2024A Concept-Based Explainability Framework for Large Multimodal Models
• ICML 2024A Multimodal Automated Interpretability Agent
• ICLR 2024Alt-Text with Context: Improving Accessibility for Images on Twitter
• CVPR 2024Data-Efficient Multimodal Fusion on a Single GPU
• NeurIPS 20234M: Massively Multimodal Masked Modeling
• ICML 2023$\pi$-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation
• ICLR 2023A Primal-Dual Framework for Transformers and Neural Networks
• CVPR 20233D Concept Learning and Reasoning From Multi-View Images
• NeurIPS 2026$\texttt{bispectrum}$: Selective $G$-Bispectra Made Practical
• ICML 2026$G^2$-Reader: Dual Evolving Graphs for Multimodal Document QA
• ICLR 2026A Comprehensive Information-Decomposition Analysis of Large Vision-Language Models
• CVPR 20263D-IDE 3D Implicit Depth Emergent

All Multimodal LLMs papers

11,207 papers, page 206 of 225

10251. CVPR 2023Linking Garment With Person via Semantically Associated Landmarks for Virtual Try-On
10252. CVPR 2023Local Connectivity-Based Density Estimation for Face Clustering
10253. CVPR 2023Local Implicit Normalizing Flow for Arbitrary-Scale Image Super-Resolution
10254. CVPR 2023LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding
10255. CVPR 2023Logical Consistency and Greater Descriptive Power for Facial Hair Attribute Learning
10256. CVPR 2023LOGO: A Long-Form Video Dataset for Group Action Quality Assessment
10257. CVPR 2023LSTFE-Net:Long Short-Term Feature Enhancement Network for Video Small Object Detection
10258. CVPR 2023LVQAC: Lattice Vector Quantization Coupled With Spatially Adaptive Companding for Efficient Learned Image Compression
10259. CVPR 2023MagicPony: Learning Articulated 3D Animals in the Wild
10260. CVPR 2023MAGVLT: Masked Generative Vision-and-Language Transformer
10261. CVPR 2023Making Vision Transformers Efficient From a Token Sparsification View
10262. CVPR 2023MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding
10263. CVPR 2023MAP: Multimodal Uncertainty-Aware Vision-Language Pre-Training Model
10264. CVPR 2023MaPLe: Multi-Modal Prompt Learning
10265. CVPR 2023MARLIN: Masked Autoencoder for Facial Video Representation LearnINg
10266. CVPR 2023Mask-Free OVIS: Open-Vocabulary Instance Segmentation Without Manual Mask Annotations
10267. CVPR 2023Mask3D: Pre-Training 2D Vision Transformers by Learning Masked 3D Priors
10268. CVPR 2023MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining
10269. CVPR 2023Masked and Adaptive Transformer for Exemplar Based Image Translation
10270. CVPR 2023Masked Autoencoding Does Not Help Natural Language Supervision at Scale
10271. CVPR 2023Masked Image Training for Generalizable Deep Image Denoising
10272. CVPR 2023Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers
10273. CVPR 2023Masked Motion Encoding for Self-Supervised Video Representation Learning
10274. CVPR 2023Masked Video Distillation: Rethinking Masked Feature Modeling for Self-Supervised Video Representation Learning
10275. CVPR 2023Matching Is Not Enough: A Two-Stage Framework for Category-Agnostic Pose Estimation
10276. CVPR 2023MCF: Mutual Correction Framework for Semi-Supervised Medical Image Segmentation
10277. CVPR 2023MDL-NAS: A Joint Multi-Domain Learning Framework for Vision Transformer
10278. CVPR 2023MELTR: Meta Loss Transformer for Learning To Fine-Tune Video Foundation Models
10279. CVPR 2023MeMaHand: Exploiting Mesh-Mano Interaction for Single Image Two-Hand Reconstruction
10280. CVPR 2023Meta-Personalizing Vision-Language Models To Find Named Instances in Video
10281. CVPR 2023Metadata-Based RAW Reconstruction via Implicit Neural Functions
10282. CVPR 2023MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
10283. CVPR 2023MIST: Multi-Modal Iterative Spatial-Temporal Transformer for Long-Form Video Question Answering
10284. CVPR 2023MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers
10285. CVPR 2023MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering
10286. CVPR 2023MMANet: Margin-Aware Distillation and Modality-Aware Regularization for Incomplete Multimodal Learning
10287. CVPR 2023MMG-Ego4D: Multimodal Generalization in Egocentric Action Recognition
10288. CVPR 2023Mobile User Interface Element Detection via Adaptively Prompt Tuning
10289. CVPR 2023Modality-Invariant Visual Odometry for Embodied Vision
10290. CVPR 2023Model-Agnostic Gender Debiased Image Captioning
10291. CVPR 2023Modeling Video As Stochastic Processes for Fine-Grained Video Representation Learning
10292. CVPR 2023Modular Memorability: Tiered Representations for Video Memorability Prediction
10293. CVPR 2023MOSO: Decomposing MOtion, Scene and Object for Video Prediction
10294. CVPR 2023Motion Information Propagation for Neural Video Compression
10295. CVPR 2023MP-Former: Mask-Piloted Transformer for Image Segmentation
10296. CVPR 2023Multi-Modal Representation Learning With Text-Driven Soft Masks
10297. CVPR 2023Multilateral Semantic Relations Modeling for Image Text Retrieval
10298. CVPR 2023Multimodal Prompting With Missing Modalities for Visual Recognition
10299. CVPR 2023Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning With Multimodal Models
10300. CVPR 2023Multiplicative Fourier Level of Detail

FAQ

How many Multimodal LLMs papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

11,209 in total: 1,226 in 2023, 1,716 in 2024, 3,075 in 2025, 5,192 in 2026.

How many Multimodal LLMs papers are at NeurIPS 2026?

NeurIPS 2026 has 1,366 Multimodal LLMs papers, versus 1,074 the year before.

How many Multimodal LLMs papers are at ICLR 2026?

ICLR 2026 has 1,401 Multimodal LLMs papers, versus 816 the year before.

How many Multimodal LLMs papers are at ICML 2026?

ICML 2026 has 1,051 Multimodal LLMs papers, versus 390 the year before.

How many Multimodal LLMs papers are at CVPR 2026?

CVPR 2026 has 1,374 Multimodal LLMs papers, versus 795 the year before.

Which conference publishes the most Multimodal LLMs papers?

NeurIPS, with 3,319 papers from 2023 to 2026.