Chi Chen

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authored a paper 8 months ago

AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization

Paper • 2503.23733 • Published Mar 31 • 10

authored a paper 9 months ago

DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding

Paper • 2503.12797 • Published Mar 17 • 32

authored 3 papers 11 months ago

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation

Paper • 2501.06598 • Published Jan 11 • 2

Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models

Paper • 2501.05767 • Published Jan 10 • 29

LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer

Paper • 2412.13871 • Published Dec 18, 2024 • 18

authored 6 papers about 1 year ago

Mask-Align: Self-Supervised Neural Word Alignment

Paper • 2012.07162 • Published Dec 13, 2020

Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models

Paper • 2308.13437 • Published Aug 25, 2023 • 4

Browse and Concentrate: Comprehending Multimodal Content via prior-LLM Context Fusion

Paper • 2402.12195 • Published Feb 19, 2024

CODIS: Benchmarking Context-Dependent Visual Comprehension for Multimodal Large Language Models

Paper • 2402.13607 • Published Feb 21, 2024

ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models

Paper • 2410.04659 • Published Oct 7, 2024

StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Paper • 2411.03628 • Published Nov 6, 2024 • 2