conftrace_

large multimodal model

184 papers

Explore in graph

Also known as

LMM

Co-occurring keywords

multimodal learning (4645) visual question answering (1017) large language model (13587) benchmark evaluation (1556) vision-language model (2348) visual reasoning (493) multimodal model (110) instruction tuning (838) zero-shot learning (3650) video understanding (1658)

Papers

GRAB: A Challenging GRaph Analysis Benchmark for Large Multimodal Models ICCV 2025
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models ICCV 2025
IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web ACL 2025
Harnessing PDF Data for Improving Japanese Large Multimodal Models ACL 2025
Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving EMNLP 2025
Promptception: How Sensitive Are Large Multimodal Models to Prompts? EMNLP 2025
InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models with Human Feedback EMNLP 2025
Theorem-Validated Reverse Chain-of-Thought Problem Generation for Geometric Reasoning EMNLP 2025
DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding CVPR 2025
Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis CVPR 2025
On the Out-Of-Distribution Generalization of Large Multimodal Models CVPR 2025
Mimic In-Context Learning for Multimodal Tasks CVPR 2025
VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos CVPR 2025
CASP: Compression of Large Multimodal Models Based on Attention Sparsity CVPR 2025
Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal Models CVPR 2025
Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model AAAI 2025
AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity ACL 2025
SciVerse: Unveiling the Knowledge Comprehension and Visual Reasoning of LMMs on Multi-modal Scientific Problems ACL 2025
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents ACL 2025
SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation CVPR 2025
SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis CVPR 2025
ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guided Prompt EMNLP 2025
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection EMNLP 2025
AdaptMerge: Inference Time Adaptive Visual and Language-Guided Token Merging for Efficient Large Multimodal Models EMNLP 2025
VERITAS: Leveraging Vision Priors and Expert Fusion to Improve Multimodal Data EMNLP 2025