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2026 顶会论文

作者位次 #5/5ICLR 2026Poster· Computer Vision / Vision Models & Multimodal

SPR$^2$Q: Static Priority-based Rectifier Routing Quantization for Image Super-Resolution

Jingwei Xin · Wenhao Li · Nannan Wang · Jie Li · Xinbo Gao

多模态效率与系统OpenReview

作者位次 #6/6ICLR 2026Poster· General Machine Learning / Transfer, Multitask and Meta-learning

Interference-Isolated Elastic Weight Consolidation and Knowledge Calibration for Incremental Object Detection

De Cheng · Mingyue Zeng · Zhipeng Xu · Di Xu · Nannan Wang · Xinbo Gao

检索与知识OpenReview

作者位次 #8/8ICLR 2026Poster· Computer Vision / Classification and Understanding

StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning

Huaijie Wang · De Cheng · Guozhang Li · Zhipeng Xu · Lingfeng He · Jie Li · Nannan Wang · Xinbo Gao

多模态OpenReview

作者位次 #7/7CVPR 2026Poster· Computer Vision & Pattern Recognition

Incremental Object Detection via Future-Aware Decoupled Cross-Head Distillation

Chenfeng Yin · De Cheng · Wenlong Luo · Mingyue Zeng · Shizhou Zhang · Nannan Wang · Xinbo Gao

多模态强化学习与后训练OpenReview 项目页

作者位次 #6/6CVPR 2026Poster· Computer Vision & Pattern Recognition

When Lines Meet Textures: Spatial-Frequency Aligned Diffusion Features for Cross-Sparsity Correspondence

Mingrui Zhu · Fengzhi Wang · Xin Wei · Jun Wang · Nannan Wang · Xinbo Gao

对齐与偏好多模态效率与系统OpenReview 项目页

作者位次 #8/9ACL 2026Poster· Natural Language Processing

O mni- I 2 C : A Holistic Benchmark for High-Fidelity Image-to-Code Generation

Jiawei Zhou · Chi Zhang · Xiang Feng · Qiming ZHANG · Haibo Qiu · Lihuo He · Dengpan Ye · Xinbo Gao · Jing Zhang

摘要

We present Omni-I2C, a comprehensive benchmark designed to evaluate the capability of Large Multimodal Models (LMMs) in converting complex, structured digital graphics into executable code. We argue that this task represents a non-trivial challenge for the current generation of LMMs: it demands a...

多模态代码推理OpenReview 项目页

作者位次 #6/6ICRA 2026Oral· Robotics & Automation

R 2 -LIO: Real-time and Robust LiDAR-Inertial Odometry in Dynamic Environments

Changjun Gu · Ziyi Huang · Gan Sun · Jiahua Dong · Jiaxu Leng · Xinbo Gao

OpenReview

作者位次 #7/7AAAI 2026Poster· Artificial Intelligence

Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution

Xiao He · Zhijun Tu · Kun Cheng · Mingrui Zhu · Jie Hu · Nannan Wang · Xinbo Gao

多模态OpenReview

作者位次 #4/4AAAI 2026Poster· Artificial Intelligence

Dynamic-Static Collaboration for Unsupervised Domain Adaptive Video-Based Visible-Infrared Person Re-Identification

Jiaxu Leng · Zhengjie Wang · Shuang Li · Xinbo Gao

多模态OpenReview

作者位次 #5/5AAAI 2026Poster· Artificial Intelligence

Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment

Lukun Wu · Jie Li · Ziqi Ren · Kaifan Zhang · Xinbo Gao

对齐与偏好多模态OpenReview

作者位次 #4/5AAAI 2026Poster· Artificial Intelligence

Efficient LLM-Jailbreaking via Multimodal-LLM Jailbreak

haoxuan ji · Zheng Lin · Zhenxing Niu · Xinbo Gao · Gang Hua

安全多模态效率与系统OpenReview

Xinbo Gao

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2026 顶会论文

SPR$^2$Q: Static Priority-based Rectifier Routing Quantization for Image Super-Resolution

Interference-Isolated Elastic Weight Consolidation and Knowledge Calibration for Incremental Object Detection

StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning

Incremental Object Detection via Future-Aware Decoupled Cross-Head Distillation

When Lines Meet Textures: Spatial-Frequency Aligned Diffusion Features for Cross-Sparsity Correspondence

O mni- I 2 C : A Holistic Benchmark for High-Fidelity Image-to-Code Generation

R 2 -LIO: Real-time and Robust LiDAR-Inertial Odometry in Dynamic Environments

Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution

Dynamic-Static Collaboration for Unsupervised Domain Adaptive Video-Based Visible-Infrared Person Re-Identification

Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment

Efficient LLM-Jailbreaking via Multimodal-LLM Jailbreak

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