activity
20232026
most citedThe Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models

3 citations · 4 across the 16 of their papers we have counts for

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Showing 2025Show all

8 papers · 1 filter

cs.CV2025

FUSE-RSVLM: Feature Fusion Vision-Language Model for Remote Sensing

Yunkai Dang, Donghao Wang, Jiacheng Yang +7

Large vision-language models (VLMs) exhibit strong performance across various tasks. However, these VLMs encounter significant challenges when applied to the remote sensing domain…

cs.CV2025

VIDEOP2R: Video Understanding from Perception to Reasoning

Yifan Jiang, Yueying Wang, Rui Zhao +4

Reinforcement fine-tuning (RFT), a two-stage framework consisting of supervised fine-tuning (SFT) and reinforcement learning (RL) has shown promising results on improving reasoning…

cs.CV2025★ 1 cited

GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts

Fan Yuan, Yuchen Yan, Yifan Jiang +9

Mathematical reasoning is a key capability for vision-language models (VLMs), yet current benchmarks mainly evaluate text-based or explicitly symbolic visual inputs. It remains unc…

cs.RO2025

ZS-Puffin: Design, Modeling and Implementation of an Unmanned Aerial-Aquatic Vehicle with Amphibious Wings

Zhenjiang Wang, Yunhua Jiang, Zikun Zhen +3

Unmanned aerial-aquatic vehicles (UAAVs) can operate both in the air and underwater, giving them broad application prospects. Inspired by the dual-function wings of puffins, we pro…

cs.CV2025

A Study of Commonsense Reasoning over Visual Object Properties

Abhishek Kolari, Mohammadhossein Khojasteh, Yifan Jiang +2

Inspired by human categorization, visual reasoning about object properties, such as physical attributes and functions, involves identifying and recognizing low-level details and hi…

cs.CV2025

Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation

Hongbin Lin, Yifan Jiang, Juangui Xu +5

3D point cloud segmentation aims to assign semantic labels to individual points in a scene for fine-grained spatial understanding. Existing methods typically adopt data augmentatio…

cs.AI2025

Animation Needs Attention: A Holistic Approach to Slides Animation Comprehension with Visual-Language Models

Yifan Jiang, Yibo Xue, Yukun Kang +4

Slide animations, such as fade-in, fly-in, and wipe, are critical for audience engagement, efficient information delivery, and vivid visual expression. However, most AI-driven slid…

cs.CV2025

DiMeR: Disentangled Mesh Reconstruction Model

Lutao Jiang, Jiantao Lin, Kanghao Chen +7

We propose DiMeR, a novel geometry-texture disentangled feed-forward model with 3D supervision for sparse-view mesh reconstruction. Existing methods confront two persistent obstacl…