Kevin Lin

Principal Researcher

Publications

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- TechImage-Bench: Rubric-Based Evaluation for Technical Image Generation
  
  Minheng Ni, Zhengyuan Yang, Yaowen Zhang, Linjie Li, Chung-Ching Lin, Kevin Lin, Zhendong Wang, Xiaofei Wang, Shujie Liu, Lei Zhang, W. Zuo, Lijuan Wang
  
  December 2025
  
  arXiv | December 2025
  
  Publication
- EdiVal-Agent: An Object-Centric Framework for Automated, Scalable, Fine-Grained Evaluation of Multi-Turn Editing
  
  Tianyu Chen, Yasi Zhang, Zhi Zhang, Peiyu Yu, Shu Wang, Zhendong Wang, Kevin Lin, Xiaofei Wang, Zhengyuan Yang, Linjie Li, Chung-Ching Lin, Jianwen Xie, Oscar Leong, Lijuan Wang, Ying Nian Wu, Mingyuan Zhou
  
  September 2025
  
  September 2025
  
  Publication
- STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models
  
  Cheng-Han Chiang, Xiaofei Wang, Linjie Li, Chung-Ching Lin, Kevin Lin, Shujie Liu, Zhendong Wang, Zhengyuan Yang, Hung-yi Lee, Lijuan Wang
  
  ICLR 2026 | July 2025
  
  Publication
- ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
  
  Xiyao Wang, Zhengyuan Yang, Chao Feng, Yongyuan Liang, Yuhang Zhou, Xiaoyu Liu, Ziyi Zang, Ming Li, Chung-Ching Lin, Kevin Lin, Linjie Li, Furong Huang, Lijuan Wang
  
  NeurIPS 2025 | June 2025
  
  DOI Publication Publication
- Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning
  
  Minheng Ni, Zhengyuan Yang, Linjie Li, Chung-Ching Lin, Kevin Lin, Wangmeng Zuo, Lijuan Wang
  
  NeurIPS 2025 | May 2025
  
  DOI Publication Publication
- SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
  
  Xiyao Wang, Zhengyuan Yang, Chao Feng, Hongjin Lu, Linjie Li, Chung-Ching Lin, Kevin Lin, Furong Huang, Lijuan Wang
  
  NeurIPS 2025 | April 2025
  
  DOI Publication Publication
- Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration
  
  Kevin Lin
  
  October 2024
- Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
  
  Yuanhao Zhai, Kevin Lin, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Chung-Ching Lin, David Doermann, Junsong Yuan, Lijuan Wang
  
  NeurIPS 2024 | June 2024
  
  DOI Publication Publication
- MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning
  
  Chaoyi Zhang, Kevin Lin, Zhengyuan Yang, Jianfeng Wang, Linjie Li, Chung-Ching Lin, Zicheng Liu, Lijuan Wang
  
  CVPR 2024 | November 2023
  
  DOI Publication Publication
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
  
  Weihao Yu, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Kevin Lin, Zicheng Liu, Xinchao Wang, Lijuan Wang
  
  ICML 2024 | August 2023
  
  DOI Publication PDF Publication
- DisCo: Disentangled Control for Realistic Human Dance Generation
  
  Tan Wang, Linjie Li, Kevin Lin, Chung-Ching Lin, Zhengyuan Yang, Hanwang Zhang, Zicheng Liu, Lijuan Wang
  
  CVPR 2024 | June 2023
  
  Publication
- Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  
  Fuxiao Liu, Kevin Lin, Linjie Li, Jianfeng Wang, Y. Yacoob, Lijuan Wang
  
  ICLR 2024 | June 2023
  
  Publication
- SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning
  
  Kevin Lin, Linjie Li, Chung-Ching Lin, Faisal Ahmed, Zhe Gan, Zicheng Liu, Yumao Lu, Lijuan Wang
  
  CVPR 2022 | June 2022
  
  Publication Project
- Cross-modal Representation Learning for Zero-shot Action Recognition
  
  Chung-Ching Lin, Kevin Lin, Linjie Li, Lijuan Wang, Zicheng Liu
  
  Computer Vision and Pattern Recognition | May 2022
  
  Publication Publication
- OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning
  
  Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu
  
  AAAI 2022 | February 2022
  
  Publication Project
- VIOLET: End-to-End Video-Language Transformers with Masked Visual-token Modeling
  
  Tsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu
  
  arXiv preprint arXiv:2111.12681 | November 2021
  
  Publication Project
- Mesh Graphormer
  
  Kevin Lin, Lijuan Wang, Zicheng Liu
  
  ICCV 2021 | October 2021
  
  Publication Project
- End-to-End Human Pose and Mesh Reconstruction with Transformers
  
  Kevin Lin, Lijuan Wang, Zicheng Liu
  
  CVPR 2021 | June 2021
  
  Publication Project
- VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training
  
  Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu
  
  AAAI | February 2021
  
  PDF Publication Video Project Project

- TechImage-Bench: Rubric-Based Evaluation for Technical Image Generation
  
  Minheng Ni, Zhengyuan Yang, Yaowen Zhang, Linjie Li, Chung-Ching Lin, Kevin Lin, Zhendong Wang, Xiaofei Wang, Shujie Liu, Lei Zhang, W. Zuo, Lijuan Wang
  
  December 2025
  
  arXiv | December 2025
  
  Publication
- EdiVal-Agent: An Object-Centric Framework for Automated, Scalable, Fine-Grained Evaluation of Multi-Turn Editing
  
  Tianyu Chen, Yasi Zhang, Zhi Zhang, Peiyu Yu, Shu Wang, Zhendong Wang, Kevin Lin, Xiaofei Wang, Zhengyuan Yang, Linjie Li, Chung-Ching Lin, Jianwen Xie, Oscar Leong, Lijuan Wang, Ying Nian Wu, Mingyuan Zhou
  
  September 2025
  
  September 2025
  
  Publication
- Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
  
  Yuanhao Zhai, Kevin Lin, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Chung-Ching Lin, David Doermann, Junsong Yuan, Lijuan Wang
  
  NeurIPS 2024 | June 2024
  
  DOI Publication Publication
- MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning
  
  Chaoyi Zhang, Kevin Lin, Zhengyuan Yang, Jianfeng Wang, Linjie Li, Chung-Ching Lin, Zicheng Liu, Lijuan Wang
  
  CVPR 2024 | November 2023
  
  DOI Publication Publication
- DisCo: Disentangled Control for Realistic Human Dance Generation
  
  Tan Wang, Linjie Li, Kevin Lin, Chung-Ching Lin, Zhengyuan Yang, Hanwang Zhang, Zicheng Liu, Lijuan Wang
  
  CVPR 2024 | June 2023
  
  Publication
- SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning
  
  Kevin Lin, Linjie Li, Chung-Ching Lin, Faisal Ahmed, Zhe Gan, Zicheng Liu, Yumao Lu, Lijuan Wang
  
  CVPR 2022 | June 2022
  
  Publication Project
- Cross-modal Representation Learning for Zero-shot Action Recognition
  
  Chung-Ching Lin, Kevin Lin, Linjie Li, Lijuan Wang, Zicheng Liu
  
  Computer Vision and Pattern Recognition | May 2022
  
  Publication Publication
- OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning
  
  Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu
  
  AAAI 2022 | February 2022
  
  Publication Project
- VIOLET: End-to-End Video-Language Transformers with Masked Visual-token Modeling
  
  Tsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu
  
  arXiv preprint arXiv:2111.12681 | November 2021
  
  Publication Project
- Mesh Graphormer
  
  Kevin Lin, Lijuan Wang, Zicheng Liu
  
  ICCV 2021 | October 2021
  
  Publication Project
- End-to-End Human Pose and Mesh Reconstruction with Transformers
  
  Kevin Lin, Lijuan Wang, Zicheng Liu
  
  CVPR 2021 | June 2021
  
  Publication Project
- VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training
  
  Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu
  
  AAAI | February 2021
  
  PDF Publication Video Project Project
- TechImage-Bench: Rubric-Based Evaluation for Technical Image Generation
  
  Minheng Ni, Zhengyuan Yang, Yaowen Zhang, Linjie Li, Chung-Ching Lin, Kevin Lin, Zhendong Wang, Xiaofei Wang, Shujie Liu, Lei Zhang, W. Zuo, Lijuan Wang
  
  December 2025
  
  arXiv | December 2025
  
  Publication
- STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models
  
  Cheng-Han Chiang, Xiaofei Wang, Linjie Li, Chung-Ching Lin, Kevin Lin, Shujie Liu, Zhendong Wang, Zhengyuan Yang, Hung-yi Lee, Lijuan Wang
  
  ICLR 2026 | July 2025
  
  Publication
- ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
  
  Xiyao Wang, Zhengyuan Yang, Chao Feng, Yongyuan Liang, Yuhang Zhou, Xiaoyu Liu, Ziyi Zang, Ming Li, Chung-Ching Lin, Kevin Lin, Linjie Li, Furong Huang, Lijuan Wang
  
  NeurIPS 2025 | June 2025
  
  DOI Publication Publication
- Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning
  
  Minheng Ni, Zhengyuan Yang, Linjie Li, Chung-Ching Lin, Kevin Lin, Wangmeng Zuo, Lijuan Wang
  
  NeurIPS 2025 | May 2025
  
  DOI Publication Publication
- SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
  
  Xiyao Wang, Zhengyuan Yang, Chao Feng, Hongjin Lu, Linjie Li, Chung-Ching Lin, Kevin Lin, Furong Huang, Lijuan Wang
  
  NeurIPS 2025 | April 2025
  
  DOI Publication Publication
- Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration
  
  Kevin Lin
  
  October 2024
- Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
  
  Yuanhao Zhai, Kevin Lin, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Chung-Ching Lin, David Doermann, Junsong Yuan, Lijuan Wang
  
  NeurIPS 2024 | June 2024
  
  DOI Publication Publication
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
  
  Weihao Yu, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Kevin Lin, Zicheng Liu, Xinchao Wang, Lijuan Wang
  
  ICML 2024 | August 2023
  
  DOI Publication PDF Publication
- Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  
  Fuxiao Liu, Kevin Lin, Linjie Li, Jianfeng Wang, Y. Yacoob, Lijuan Wang
  
  ICLR 2024 | June 2023
  
  Publication
- SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning
  
  Kevin Lin, Linjie Li, Chung-Ching Lin, Faisal Ahmed, Zhe Gan, Zicheng Liu, Yumao Lu, Lijuan Wang
  
  CVPR 2022 | June 2022
  
  Publication Project
- OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning
  
  Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu
  
  AAAI 2022 | February 2022
  
  Publication Project
- VIOLET: End-to-End Video-Language Transformers with Masked Visual-token Modeling
  
  Tsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu
  
  arXiv preprint arXiv:2111.12681 | November 2021
  
  Publication Project
- VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training
  
  Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu
  
  AAAI | February 2021
  
  PDF Publication Video Project Project
- SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning
  
  Kevin Lin, Linjie Li, Chung-Ching Lin, Faisal Ahmed, Zhe Gan, Zicheng Liu, Yumao Lu, Lijuan Wang
  
  CVPR 2022 | June 2022
  
  Publication Project
- OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning
  
  Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu
  
  AAAI 2022 | February 2022
  
  Publication Project
- VIOLET: End-to-End Video-Language Transformers with Masked Visual-token Modeling
  
  Tsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu
  
  arXiv preprint arXiv:2111.12681 | November 2021
  
  Publication Project

- TechImage-Bench: Rubric-Based Evaluation for Technical Image Generation
  
  Minheng Ni, Zhengyuan Yang, Yaowen Zhang, Linjie Li, Chung-Ching Lin, Kevin Lin, Zhendong Wang, Xiaofei Wang, Shujie Liu, Lei Zhang, W. Zuo, Lijuan Wang
  
  December 2025
  
  arXiv | December 2025
  
  Publication
- EdiVal-Agent: An Object-Centric Framework for Automated, Scalable, Fine-Grained Evaluation of Multi-Turn Editing
  
  Tianyu Chen, Yasi Zhang, Zhi Zhang, Peiyu Yu, Shu Wang, Zhendong Wang, Kevin Lin, Xiaofei Wang, Zhengyuan Yang, Linjie Li, Chung-Ching Lin, Jianwen Xie, Oscar Leong, Lijuan Wang, Ying Nian Wu, Mingyuan Zhou
  
  September 2025
  
  September 2025
  
  Publication
- STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models
  
  Cheng-Han Chiang, Xiaofei Wang, Linjie Li, Chung-Ching Lin, Kevin Lin, Shujie Liu, Zhendong Wang, Zhengyuan Yang, Hung-yi Lee, Lijuan Wang
  
  ICLR 2026 | July 2025
  
  Publication
- ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
  
  Xiyao Wang, Zhengyuan Yang, Chao Feng, Yongyuan Liang, Yuhang Zhou, Xiaoyu Liu, Ziyi Zang, Ming Li, Chung-Ching Lin, Kevin Lin, Linjie Li, Furong Huang, Lijuan Wang
  
  NeurIPS 2025 | June 2025
  
  DOI Publication Publication
- Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning
  
  Minheng Ni, Zhengyuan Yang, Linjie Li, Chung-Ching Lin, Kevin Lin, Wangmeng Zuo, Lijuan Wang
  
  NeurIPS 2025 | May 2025
  
  DOI Publication Publication
- SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
  
  Xiyao Wang, Zhengyuan Yang, Chao Feng, Hongjin Lu, Linjie Li, Chung-Ching Lin, Kevin Lin, Furong Huang, Lijuan Wang
  
  NeurIPS 2025 | April 2025
  
  DOI Publication Publication
- Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
  
  Yuanhao Zhai, Kevin Lin, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Chung-Ching Lin, David Doermann, Junsong Yuan, Lijuan Wang
  
  NeurIPS 2024 | June 2024
  
  DOI Publication Publication
- MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning
  
  Chaoyi Zhang, Kevin Lin, Zhengyuan Yang, Jianfeng Wang, Linjie Li, Chung-Ching Lin, Zicheng Liu, Lijuan Wang
  
  CVPR 2024 | November 2023
  
  DOI Publication Publication
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
  
  Weihao Yu, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Kevin Lin, Zicheng Liu, Xinchao Wang, Lijuan Wang
  
  ICML 2024 | August 2023
  
  DOI Publication PDF Publication
- DisCo: Disentangled Control for Realistic Human Dance Generation
  
  Tan Wang, Linjie Li, Kevin Lin, Chung-Ching Lin, Zhengyuan Yang, Hanwang Zhang, Zicheng Liu, Lijuan Wang
  
  CVPR 2024 | June 2023
  
  Publication
- Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  
  Fuxiao Liu, Kevin Lin, Linjie Li, Jianfeng Wang, Y. Yacoob, Lijuan Wang
  
  ICLR 2024 | June 2023
  
  Publication
- SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning
  
  Kevin Lin, Linjie Li, Chung-Ching Lin, Faisal Ahmed, Zhe Gan, Zicheng Liu, Yumao Lu, Lijuan Wang
  
  CVPR 2022 | June 2022
  
  Publication Project
- Cross-modal Representation Learning for Zero-shot Action Recognition
  
  Chung-Ching Lin, Kevin Lin, Linjie Li, Lijuan Wang, Zicheng Liu
  
  Computer Vision and Pattern Recognition | May 2022
  
  Publication Publication
- OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning
  
  Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu
  
  AAAI 2022 | February 2022
  
  Publication Project
- Mesh Graphormer
  
  Kevin Lin, Lijuan Wang, Zicheng Liu
  
  ICCV 2021 | October 2021
  
  Publication Project
- End-to-End Human Pose and Mesh Reconstruction with Transformers
  
  Kevin Lin, Lijuan Wang, Zicheng Liu
  
  CVPR 2021 | June 2021
  
  Publication Project
- VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training
  
  Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu
  
  AAAI | February 2021
  
  PDF Publication Video Project Project
- Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration
  
  Kevin Lin
  
  October 2024
- VIOLET: End-to-End Video-Language Transformers with Masked Visual-token Modeling
  
  Tsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu
  
  arXiv preprint arXiv:2111.12681 | November 2021
  
  Publication Project

Kevin Lin

Publications

TechImage-Bench: Rubric-Based Evaluation for Technical Image Generation

EdiVal-Agent: An Object-Centric Framework for Automated, Scalable, Fine-Grained Evaluation of Multi-Turn Editing

STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models

ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration

Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation

MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning

MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

DisCo: Disentangled Control for Realistic Human Dance Generation

Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning

SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning

Cross-modal Representation Learning for Zero-shot Action Recognition

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning

VIOLET: End-to-End Video-Language Transformers with Masked Visual-token Modeling

Mesh Graphormer

End-to-End Human Pose and Mesh Reconstruction with Transformers

VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training

TechImage-Bench: Rubric-Based Evaluation for Technical Image Generation

EdiVal-Agent: An Object-Centric Framework for Automated, Scalable, Fine-Grained Evaluation of Multi-Turn Editing

Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation

MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning

DisCo: Disentangled Control for Realistic Human Dance Generation

SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning

Cross-modal Representation Learning for Zero-shot Action Recognition

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning

VIOLET: End-to-End Video-Language Transformers with Masked Visual-token Modeling

Mesh Graphormer

End-to-End Human Pose and Mesh Reconstruction with Transformers

VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training

TechImage-Bench: Rubric-Based Evaluation for Technical Image Generation

STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models

ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration

Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation

MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning

SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning

VIOLET: End-to-End Video-Language Transformers with Masked Visual-token Modeling

VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training

SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning

VIOLET: End-to-End Video-Language Transformers with Masked Visual-token Modeling

TechImage-Bench: Rubric-Based Evaluation for Technical Image Generation

EdiVal-Agent: An Object-Centric Framework for Automated, Scalable, Fine-Grained Evaluation of Multi-Turn Editing

STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models

ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation

MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning

MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

DisCo: Disentangled Control for Realistic Human Dance Generation

Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning

SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning

Cross-modal Representation Learning for Zero-shot Action Recognition

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning

Mesh Graphormer

End-to-End Human Pose and Mesh Reconstruction with Transformers

VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training

Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration

VIOLET: End-to-End Video-Language Transformers with Masked Visual-token Modeling